{"id":"W2887967140","doi":"","title":"Book review - The Eureka Factor, John Kounios & Mark Beeman (2015)","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Contemporary and Historical Greek Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Factor (programming language); Art history; Art; Computer science; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026788,0.0003132008,0.0008692436,0.0002230916,0.00154524,0.0005913508,0.003864257,0.0001064263,0.0479358],"category_scores_gemma":[0.001349154,0.000179979,0.0003489786,0.0008912584,0.0006784886,0.00285582,0.0009014216,0.0003411208,0.0001281915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409184,"about_ca_system_score_gemma":0.0002784378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212601,"about_ca_topic_score_gemma":0.0007401256,"domain_scores_codex":[0.9959586,0.001044908,0.000866876,0.0004405978,0.001154125,0.0005348629],"domain_scores_gemma":[0.9966711,0.001084397,0.0008827361,0.0006005085,0.0004199734,0.000341223],"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":[0.00004181674,0.00007987153,0.01988215,0.00009245193,0.0001256264,0.00001665896,0.0006644885,5.78789e-8,0.000496051,0.0004087693,0.9339104,0.04428166],"study_design_scores_gemma":[0.000198027,0.000008293535,0.04940911,0.001426194,0.00007164872,0.000001664047,0.00006822227,1.322714e-7,0.00008166456,0.002113349,0.9463281,0.0002935803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009617339,0.877444,0.00006162767,0.03038952,0.001179909,0.0009537055,0.00004838004,0.00006109248,0.08890001],"genre_scores_gemma":[0.08368866,0.8635116,0.00001325811,0.01062265,0.0006457816,0.00007767694,0.000001884014,0.00003699334,0.04140149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08272693,"threshold_uncertainty_score":0.9997546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2794734153527608,"score_gpt":0.5525607649757232,"score_spread":0.2730873496229623,"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."}}