{"id":"W6948514300","doi":"10.48660/10040083","title":"Phase Transitions in Planar Pyrochlores","year":2010,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Physicists","funders":"","keywords":"Planar; Phase transition; Phase (matter); Work (physics); Phase diagram","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008760134,0.0002540821,0.0003023467,0.0006759748,0.00002145516,0.00001964254,0.000225661,0.0004144121,0.01444586],"category_scores_gemma":[0.00001821847,0.0002581452,0.00007777473,0.0002288691,0.00009966826,0.00003047168,0.000007350216,0.0005386402,0.01739479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003960785,"about_ca_system_score_gemma":0.00006033437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006149981,"about_ca_topic_score_gemma":0.0297508,"domain_scores_codex":[0.9990101,0.00003237232,0.0001646035,0.000307961,0.0001973779,0.0002876013],"domain_scores_gemma":[0.9993886,0.00001445776,0.00008721702,0.0004088749,0.000009534591,0.00009126213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003445754,0.0006783018,0.0000172169,0.00003248247,0.00003890837,0.0001055454,0.0004257758,5.38699e-7,0.00745572,0.0008329608,0.9892424,0.001135725],"study_design_scores_gemma":[0.002054032,0.0000379107,0.00002646716,0.0001410998,0.00003015773,0.000007209595,0.00002884458,0.00001637372,0.0001617779,0.000171749,0.9970294,0.0002949904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007498836,0.0005199875,0.00005636198,0.0001995867,0.0002746659,0.0003699695,0.003230137,0.0005614406,0.994038],"genre_scores_gemma":[0.03160476,0.0000831742,0.001729514,0.0003051747,0.001890969,0.0002348177,0.002449854,0.004892781,0.956809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03722901,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752126312668022,"score_gpt":0.2879218843768682,"score_spread":0.2704006212501879,"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."}}