{"id":"W2001299150","doi":"10.15273/dmj.vol40no2.4575","title":"Clash of Confidence and Responsibility in Scientific Publishing","year":2014,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Publishing; Reputation; Publication; Quality (philosophy); Scientific publishing; Value (mathematics); Public relations; Political science; Sociology; Computer science; Law; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1076777,0.000631026,0.001771124,0.005947169,0.00739293,0.03283529,0.003204374,0.008008898,0.004226872],"category_scores_gemma":[0.3140082,0.001069361,0.001340873,0.004328213,0.05321736,0.02565124,0.0207018,0.01199333,0.001311622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118917,"about_ca_system_score_gemma":0.01700067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002867543,"about_ca_topic_score_gemma":0.001324354,"domain_scores_codex":[0.8306572,0.08152098,0.01664307,0.009987753,0.05217965,0.009011342],"domain_scores_gemma":[0.5227496,0.2948073,0.04952765,0.05403509,0.05029593,0.02858444],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000204244,0.0001067688,0.009089692,0.0004469126,0.0001732704,0.0008658365,0.03530096,0.001126157,0.0006723364,0.8662352,0.008040056,0.0777385],"study_design_scores_gemma":[0.00008360058,0.0001776013,0.005533136,0.00069258,0.00006403916,0.0009123617,0.005346869,0.002427155,0.0008279647,0.9167616,0.06695304,0.0002200166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1403316,0.02484621,0.1587911,0.2753901,0.00667263,0.0003871195,0.0001048777,0.0006994714,0.3927768],"genre_scores_gemma":[0.9760963,0.002037629,0.006948082,0.005636119,0.001684859,0.0001124515,0.00002122774,0.0001169032,0.007346206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9919911,"threshold_uncertainty_score":0.5694609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783296746670883,"score_gpt":0.2472356945780573,"score_spread":0.2094027271113485,"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."}}