{"id":"W4313063653","doi":"10.2307/j.ctv1smjspc.5","title":"PREFACE","year":2009,"lang":"en","type":"book-chapter","venue":"Man and Nature","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005234733,0.0002728032,0.0002294574,0.000113223,0.00004537985,0.00003198749,0.0001208469,0.001310866,0.0004815115],"category_scores_gemma":[0.000005665265,0.0002355,0.00006889092,0.00001398909,0.0000456281,0.00003132053,0.00004516997,0.001552499,0.002205348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134034,"about_ca_system_score_gemma":0.00001420361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.005887e-7,"about_ca_topic_score_gemma":0.00001460208,"domain_scores_codex":[0.9992427,0.000004824582,0.0000879756,0.0003188464,0.0002000209,0.0001456386],"domain_scores_gemma":[0.999534,0.00000945399,0.00006899718,0.0002787961,0.00003040135,0.00007839007],"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":[0.00006607755,0.00001062819,0.000004612258,0.00005040685,0.00009307935,0.000127714,0.00005738778,1.731467e-7,0.000117412,0.239952,0.7219963,0.03752425],"study_design_scores_gemma":[0.0001708795,0.00003320517,0.0003623255,0.00009651344,0.00005344037,0.0000252981,7.61843e-7,0.000001073054,0.00003295013,0.02211573,0.9768404,0.0002673671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007486602,0.02150601,1.091961e-7,0.0002001123,0.000107093,0.0001658779,0.0001548331,0.0001432987,0.9776478],"genre_scores_gemma":[0.002342771,0.0003494723,0.0000780627,0.0008707377,0.000309089,6.492231e-7,0.0001143165,0.0001047626,0.9958301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2548442,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006099896971935839,"score_gpt":0.219452119207857,"score_spread":0.2133522222359212,"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."}}