{"id":"W337269611","doi":"10.22269/100825","title":"The Good, the Bad, and the Empty","year":2010,"lang":"en","type":"article","venue":"Places","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005472458,0.000552948,0.0008382246,0.003544943,0.009522827,0.01820264,0.0009261391,0.00307595,0.008063849],"category_scores_gemma":[0.008866317,0.0003353127,0.0003272456,0.004639441,0.06759164,0.02122942,0.008090554,0.004608264,0.0005064686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003029248,"about_ca_system_score_gemma":0.005143257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007322449,"about_ca_topic_score_gemma":0.01424247,"domain_scores_codex":[0.9950617,0.003592963,0.00009453291,0.0002319251,0.0006282352,0.0003906653],"domain_scores_gemma":[0.9921981,0.004516453,0.0005079451,0.0008117057,0.0005328226,0.001433029],"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":[0.00008314374,0.00007028117,0.002810208,0.0002348562,0.00003007226,0.00009326979,0.04771762,0.0002035184,0.0001157704,0.9057953,0.01537737,0.02746857],"study_design_scores_gemma":[0.00002507341,0.00005105087,0.004003942,0.0007057484,0.0000282235,0.0001455868,0.2801757,0.0002350334,0.0001152705,0.613084,0.101383,0.00004731016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.185584,0.1008968,0.006173186,0.3312645,0.004252119,0.00002986161,0.0002360109,0.0001036342,0.3714598],"genre_scores_gemma":[0.9815536,0.00908199,0.0005277653,0.003269285,0.0007017536,0.00001208693,0.00001733867,0.00002515319,0.004811085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01820264,"threshold_uncertainty_score":0.02894145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007910052880257994,"score_gpt":0.2901637256165668,"score_spread":0.2822536727363088,"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."}}