{"id":"W4239721211","doi":"10.26522/ti.v2i1.727","title":"Untitled 6","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00002556431,0.00002414101,0.00002768793,0.00001640447,0.00001072064,0.00001244653,0.00004629832,0.00001097825,0.05578085],"category_scores_gemma":[0.00001245274,0.00002033408,0.00001009871,0.0000545962,0.00001121189,0.00004425805,0.00001263846,0.00002158731,0.8023935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001076885,"about_ca_system_score_gemma":0.000004519878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741834,"about_ca_topic_score_gemma":0.000008052515,"domain_scores_codex":[0.9997928,0.000006101635,0.00002948748,0.00004393411,0.00005113022,0.00007652217],"domain_scores_gemma":[0.9998348,0.000005269357,0.000008633357,0.0001105007,0.00001622987,0.00002452119],"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":[0.000001271402,0.00001942281,0.003630953,0.000001992588,0.000005261156,0.000001290236,0.00006561993,0.000001297415,0.06392887,0.002108811,0.928712,0.001523243],"study_design_scores_gemma":[0.0006247315,0.00002806578,0.1873485,0.000008914544,0.00001119105,0.000005343958,0.00004324419,0.0009293671,0.01618078,0.006396719,0.7881871,0.0002360861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6796489,0.0000181762,0.00000512094,0.00008709278,0.0000356554,0.0000617065,0.000001766978,0.0001241162,0.3200174],"genre_scores_gemma":[0.9789656,1.821293e-7,0.0002349623,0.00007775549,0.00004224814,0.000007609045,0.000002287696,0.00001646613,0.02065286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7466127,"threshold_uncertainty_score":0.9450823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544100659405697,"score_gpt":0.2057254146660118,"score_spread":0.1981813140066061,"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."}}