{"id":"W2169032448","doi":"10.1590/s1678-31662013000300007","title":"John Ziman e a ciência pós-acadêmica: consensibilidade, consensualidade e confiabilidade","year":2013,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Science and Science Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","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":[0.002928753,0.0005097156,0.0005554127,0.002119896,0.009108867,0.01347629,0.001038818,0.003136559,0.006838591],"category_scores_gemma":[0.008627208,0.0004196261,0.0002884392,0.003548529,0.02451731,0.009760887,0.004180991,0.00486824,0.001112934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008277718,"about_ca_system_score_gemma":0.006348086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02310026,"about_ca_topic_score_gemma":0.03021958,"domain_scores_codex":[0.9966599,0.001767744,0.0001130083,0.0005071234,0.0006941002,0.000258129],"domain_scores_gemma":[0.9957834,0.002662202,0.0005079199,0.0002245766,0.0005418708,0.0002799524],"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":[0.00001570138,0.000007433702,0.0007273169,0.0001119791,0.000004896855,0.00008298326,0.01808239,0.00006284213,0.00007757118,0.9609828,0.01224512,0.007598961],"study_design_scores_gemma":[0.00001442018,0.00001601928,0.002438747,0.0006264105,0.00001788012,0.0002738671,0.0252812,0.000324173,0.0003277707,0.3924668,0.5781769,0.00003575488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04625665,0.111065,0.01374702,0.3009181,0.002851672,0.00009204845,0.0001885943,0.00006777073,0.5248131],"genre_scores_gemma":[0.825171,0.05636854,0.005965495,0.02085158,0.001349542,0.0001404485,0.0001137152,0.00009400193,0.08994566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9908912,"threshold_uncertainty_score":0.06005931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526652476006639,"score_gpt":0.3440860115784444,"score_spread":0.2914207639777806,"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."}}