{"id":"W2523049266","doi":"10.6084/m9.figshare.3833217.v1","title":"Study of the Correlation Between an Individual's Hair Colour and Gender Using a Verbal Survey","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Correlation; Psychology; Social psychology; Communication; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001489591,0.00008345953,0.00009688636,0.00006580773,0.0001489968,0.00009549553,0.0001190212,0.00004780122,0.01063679],"category_scores_gemma":[0.0001932573,0.00005303885,0.00002108653,0.0001779667,0.00001041739,0.0004142161,0.0001722307,0.00005421138,0.00008727745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001229199,"about_ca_system_score_gemma":0.00001838401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932879,"about_ca_topic_score_gemma":0.0004966497,"domain_scores_codex":[0.9993857,0.00004512474,0.0001388365,0.0001488805,0.0001817752,0.00009967587],"domain_scores_gemma":[0.9995139,0.00006136647,0.0001379621,0.0001632162,0.0001138331,0.000009705976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006365042,0.00006272398,0.9906552,0.00002020462,0.00001145539,7.113354e-7,0.0003431101,0.000003170166,0.00004584589,0.000002040474,0.003356588,0.005492528],"study_design_scores_gemma":[0.0004653007,0.000009996596,0.9977078,0.0001068209,0.00004738587,6.840285e-7,0.0001835519,0.00007958526,0.000002543495,0.00001100754,0.00129858,0.00008670091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916467,0.000006520705,0.00000242738,0.00001923386,0.00006274182,0.000256565,0.007899707,0.00002916189,0.00007695509],"genre_scores_gemma":[0.9974725,6.625101e-8,0.000003298946,0.00005798063,0.0001191422,0.000009936917,0.002284359,0.00001152562,0.00004114629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054951,"threshold_uncertainty_score":0.9902676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981029166886272,"score_gpt":0.3323584544946496,"score_spread":0.03425553780602247,"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."}}