{"id":"W4236072075","doi":"10.1016/j.aodf.2008.02.036","title":"Professor Harold Preiskel","year":2008,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Liquid crystal; Rubber elasticity; Polymer; Isotropy; Elasticity (physics); Materials science; Polymer science; Phase transition; Phase diagram; Chain (unit); Phase (matter); Condensed matter physics; Physics; Optics; Composite material; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082436,0.0006326344,0.0005990118,0.0008274702,0.001283342,0.001262285,0.0005660418,0.002213474,0.105358],"category_scores_gemma":[0.003277927,0.0002605302,0.0002655362,0.0003729311,0.0005162171,0.001004831,0.001126393,0.003365226,0.07968494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009578331,"about_ca_system_score_gemma":0.001364392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423607,"about_ca_topic_score_gemma":0.002804905,"domain_scores_codex":[0.9993724,0.0000706902,0.00002376653,0.0001634811,0.0002843357,0.00008532251],"domain_scores_gemma":[0.9982061,0.000221297,0.00009081058,0.00006357981,0.000729759,0.0006883431],"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":[0.00008010051,0.00001784203,0.0002720456,0.00007304483,0.000003051384,0.0001972303,0.00005345231,0.00003523473,0.0005604212,0.002313278,0.9279594,0.0684349],"study_design_scores_gemma":[0.00000903084,0.00003074839,0.0004514949,0.00003813496,0.000003227249,0.000476748,0.00004316208,0.00003722486,0.000355765,0.0006702724,0.9978797,0.000004509243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005359366,0.06668642,0.003317307,0.4791605,0.2120275,0.0001734137,0.0008482462,0.0008341614,0.2315931],"genre_scores_gemma":[0.006640932,0.01082969,0.0005691897,0.02119557,0.01077968,0.00004166464,0.0001653707,0.0001000415,0.9496779],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.105358,"threshold_uncertainty_score":0.3524575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987644971096271,"score_gpt":0.3097185001782748,"score_spread":0.2698420504673121,"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."}}