{"id":"W43310052","doi":"","title":"Flaws of the Crucible.","year":2000,"lang":"en","type":"article","venue":"Essays on Canadian writing","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crucible (geodemography); Art; Sociology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007455884,0.00007034039,0.00007935197,0.00003420936,0.0004006571,0.00007852635,0.0001618925,0.0000229394,0.02630918],"category_scores_gemma":[0.00001419083,0.00004704914,0.00006431927,0.00003443776,0.0001053719,0.0000608016,0.000004734981,0.00009935696,0.0002682794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003130865,"about_ca_system_score_gemma":0.0000546786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0383041,"about_ca_topic_score_gemma":0.5581997,"domain_scores_codex":[0.999449,0.00002679862,0.0001335587,0.00009571564,0.0001050662,0.0001898839],"domain_scores_gemma":[0.9996806,0.00002246264,0.00002805712,0.0001440618,0.00003217478,0.00009262143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002273245,0.00001172204,0.0001263321,0.00001322033,0.00001108199,0.000004327339,0.01569859,0.00002269979,0.00004558477,0.8977576,0.02768636,0.05862026],"study_design_scores_gemma":[0.0001344926,0.00002150614,0.0009542298,0.000134492,0.000004848296,0.00000267386,0.01037042,0.00005114316,0.0002113207,0.001095093,0.9868837,0.0001360632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3594355,0.00001842889,9.153387e-9,0.001295072,0.0001024728,0.00004346838,0.00003043541,0.00001320509,0.6390614],"genre_scores_gemma":[0.9594576,0.000007572078,0.000003746901,0.002135299,0.0002395072,0.000003220173,0.000002810016,0.000008157998,0.03814208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591973,"threshold_uncertainty_score":0.9745809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311728636547203,"score_gpt":0.1959763849091027,"score_spread":0.1728590985436307,"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."}}