{"id":"W4236409826","doi":"10.13110/marvelstales.28.2.0419","title":"Review","year":2014,"lang":"en","type":"article","venue":"Marvels & Tales","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entertainment; Laughter; Gemma; Art history; History; Girl; Art; Sociology; Literature; Visual arts; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004692147,0.0000394796,0.00007573229,0.00001186691,0.0001830352,0.00002552927,0.00009919597,0.00002575552,0.0004084385],"category_scores_gemma":[0.0001686308,0.00003451586,0.00004283432,0.00008885175,0.00006905728,0.0000857713,0.00001620555,0.00003516728,0.0002745084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001438575,"about_ca_system_score_gemma":0.00001764847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003046358,"about_ca_topic_score_gemma":0.0006138412,"domain_scores_codex":[0.9995055,0.00009979363,0.00007522465,0.00008606575,0.0001159665,0.0001174195],"domain_scores_gemma":[0.9997707,0.00004040496,0.00002959488,0.00009051955,0.0000234948,0.00004529981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001962188,0.00004422805,0.00387565,0.0002708521,0.00000871871,0.000001379224,0.001217258,5.299181e-7,0.00008323457,0.2497626,0.0982849,0.6464486],"study_design_scores_gemma":[0.00003064251,0.000006176743,0.005501578,0.0002262058,0.00000664286,3.425002e-7,0.00005063013,0.000001309702,0.00001120093,0.00187294,0.9922371,0.00005525085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06643279,0.03626297,0.0008425076,0.04312307,0.0007046062,0.0004883152,0.000006088352,0.0003443891,0.8517953],"genre_scores_gemma":[0.975588,0.01506342,0.000174593,0.00506612,0.0005504623,0.000006790284,0.000007983949,0.000006146736,0.003536507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9091552,"threshold_uncertainty_score":0.4472115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706954241601736,"score_gpt":0.3115241562152245,"score_spread":0.2944546137992071,"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."}}