{"id":"W7095790814","doi":"","title":"NEW YORK • CHICHESTER • WEINHEIM • BRISBANE • SINGAPORE • TORONTO","year":2014,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; IBM; Product (mathematics); Trademark; Capital (architecture); Java","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001935887,0.0001259853,0.0002468288,0.0000453095,0.0004341868,0.0001927344,0.000439415,0.00007991883,0.02263256],"category_scores_gemma":[0.000629876,0.0001072608,0.0001178535,0.0003361253,0.0002345857,0.0003563217,0.00006320565,0.0001280125,0.001691882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927065,"about_ca_system_score_gemma":0.0002462534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04820868,"about_ca_topic_score_gemma":0.1594173,"domain_scores_codex":[0.997036,0.001175728,0.000231446,0.0003181943,0.0007802609,0.0004583878],"domain_scores_gemma":[0.9985297,0.0005715121,0.00006774986,0.0002846488,0.0001961144,0.0003502602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002080236,0.00006272061,0.004102208,0.000005961858,0.00009357138,0.000001031962,0.04857831,0.00000786828,0.0005666728,0.4478317,0.458293,0.04043606],"study_design_scores_gemma":[0.0002349206,0.00007185836,0.00525414,0.00001066139,0.00001473199,1.607403e-7,0.01174621,0.0002718381,0.0003819783,0.01112023,0.970672,0.0002212462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01023112,0.0004978231,0.04361248,0.005267493,0.0001210913,0.000177598,8.168015e-7,0.0001132326,0.9399784],"genre_scores_gemma":[0.7769007,0.00002688078,0.003819828,0.000603159,0.000686492,0.000006746736,0.000005106113,0.00001224572,0.2179388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7666696,"threshold_uncertainty_score":0.9990854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309374227297871,"score_gpt":0.4450560127409171,"score_spread":0.31411859001113,"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."}}