{"id":"W2274547276","doi":"","title":"Forever at Odds","year":2010,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Odds; Computer science; Logistic regression","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":[0.006931821,0.0008403035,0.0007637525,0.001772721,0.01046177,0.02659978,0.002160898,0.006080496,0.07700726],"category_scores_gemma":[0.02878541,0.0003064797,0.0004034762,0.00162265,0.0285166,0.02316226,0.0115422,0.02083519,0.0318019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003385633,"about_ca_system_score_gemma":0.007633734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811248,"about_ca_topic_score_gemma":0.009440824,"domain_scores_codex":[0.992278,0.002442517,0.0002496152,0.001599908,0.002515198,0.0009148465],"domain_scores_gemma":[0.9837667,0.003868162,0.0007969093,0.00233758,0.005463561,0.003767081],"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":[0.00003346503,0.00002922256,0.00076835,0.00006125349,0.00001120799,0.0000832005,0.006915213,0.00002172307,0.0002260966,0.7011239,0.2612846,0.02944187],"study_design_scores_gemma":[0.00001558164,0.00001112734,0.0005004241,0.0002503569,0.00001268943,0.0001371171,0.01392608,0.00008514944,0.0002753842,0.1811252,0.8036366,0.00002426787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004588317,0.003123138,0.003758036,0.4635484,0.01564545,0.00002323353,0.0001448256,0.0001996475,0.508969],"genre_scores_gemma":[0.1644763,0.002986553,0.003276359,0.2239691,0.01005719,0.0000900142,0.0002389083,0.0009552983,0.5939502],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07700726,"threshold_uncertainty_score":0.257615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717977650330724,"score_gpt":0.2233124785578488,"score_spread":0.1961327020545415,"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."}}