{"id":"W2901339940","doi":"10.1080/10848770.2018.1541151","title":"Decoding the Market Destruction of Public Knowledge","year":2018,"lang":"en","type":"article","venue":"The European Legacy","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Subtitle; Decoding methods; Political science; Telecommunications; Philosophy; Linguistics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003410736,0.0002922893,0.000439896,0.001193845,0.003796688,0.01252279,0.001006623,0.004399499,0.01095708],"category_scores_gemma":[0.01721186,0.0003062206,0.0002845139,0.001706934,0.02301362,0.01675743,0.004007312,0.006645858,0.002141129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005573701,"about_ca_system_score_gemma":0.003036777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444855,"about_ca_topic_score_gemma":0.003846548,"domain_scores_codex":[0.9976979,0.001107786,0.00004883358,0.0002211674,0.0006159814,0.0003083333],"domain_scores_gemma":[0.9893232,0.008389489,0.0004391476,0.0009554143,0.0006147543,0.0002779336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005680561,0.000002708549,0.00003496801,0.000008639498,0.000001128495,0.00001621776,0.0009735135,0.0001037872,0.0000166592,0.9821166,0.01267272,0.004047321],"study_design_scores_gemma":[0.000006784317,0.000004494503,0.0001006337,0.0000790596,0.000001873443,0.00002860914,0.0007497207,0.0005566952,0.0001782257,0.8658944,0.1323923,0.000007185977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02064862,0.01601642,0.02630035,0.2643229,0.003648964,0.00001701591,0.0002149667,0.0002310538,0.6685997],"genre_scores_gemma":[0.8375233,0.01339865,0.004994059,0.02462722,0.005271745,0.00007884582,0.0001488591,0.0004431213,0.1135142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962033,"threshold_uncertainty_score":0.04044026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627029217026386,"score_gpt":0.2364509170210956,"score_spread":0.173747995318457,"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."}}