{"id":"W1999277387","doi":"10.1103/physreve.76.051407","title":"Field-induced columnar structures in a quasi-two-dimensional system of dipolar particles","year":2007,"lang":"en","type":"article","venue":"Physical Review E","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Council","keywords":"Dipole; Cluster (spacecraft); Column (typography); Materials science; Condensed matter physics; Magnetorheological fluid; Magnetic field; Field (mathematics); Molecular physics; Physics; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463998,0.00009985417,0.0003728631,0.00001929357,0.0000307237,0.00001587367,0.0001482138,0.00002078171,0.00007824366],"category_scores_gemma":[0.0001023115,0.00007114562,0.00006261192,0.0001089576,0.00002280926,0.00006174778,0.00006194688,0.00005769636,0.00003853573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002214905,"about_ca_system_score_gemma":0.00002375614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004832281,"about_ca_topic_score_gemma":0.00007429737,"domain_scores_codex":[0.9989673,0.00009909867,0.0003440543,0.000167744,0.0002165621,0.000205216],"domain_scores_gemma":[0.9994708,0.000124496,0.0001093219,0.0001905638,0.00004741429,0.00005744096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004935715,0.00006599349,0.0001037172,0.001327212,0.000003074459,0.000005547146,0.00006483209,0.000009270554,0.9763249,0.01876649,0.00002447221,0.003255192],"study_design_scores_gemma":[0.0003862029,0.0003901998,0.002129187,0.00331993,0.00004160528,0.000007592975,0.0000348184,0.003048241,0.9853884,0.004633748,0.0003539468,0.0002661099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964256,0.002797381,0.00002212132,0.00009421445,0.0001638006,0.000219383,0.000007038304,0.00002070725,0.0002497508],"genre_scores_gemma":[0.9994355,0.00006885482,0.0001993757,0.0001916681,0.00008241006,0.000009824137,0.000001421743,0.000007342642,0.000003587322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413274,"threshold_uncertainty_score":0.2901234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109895386369772,"score_gpt":0.3000025700590779,"score_spread":0.2789036161953802,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}