{"id":"W2560595248","doi":"10.18733/c3830k","title":"Tamed Series: Photos","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Computer graphics (images); Computer science; Geology; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001913286,0.0008431005,0.0004228441,0.001294774,0.001195077,0.001749748,0.0007612105,0.0006757259,0.7793959],"category_scores_gemma":[0.001198312,0.0002784007,0.0004041182,0.001448428,0.0002428306,0.001634887,0.001172383,0.001383907,0.4055744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869479,"about_ca_system_score_gemma":0.0002887204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325581,"about_ca_topic_score_gemma":0.009978307,"domain_scores_codex":[0.9999027,0.00001014172,0.00000210017,0.00001704834,0.00004895186,0.00001889081],"domain_scores_gemma":[0.9995284,0.00008795454,0.00001242476,0.0001083569,0.0001516332,0.000111221],"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":[0.00006084098,0.00002099196,0.00005307324,0.00006424839,0.000001534461,0.00005206954,0.00004403846,0.00005733355,0.0003529413,0.0008442646,0.9702265,0.0282222],"study_design_scores_gemma":[0.00001598276,0.00001121119,0.000422411,0.0000300541,0.000002649776,0.00006988321,0.0001115936,0.0001574155,0.0002325975,0.0007847415,0.9981559,0.000005606827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001896253,0.0005454607,0.002442808,0.001543947,0.005039111,0.0002631933,0.02658772,0.004450104,0.9572313],"genre_scores_gemma":[0.009911706,0.0005389546,0.002241435,0.0006487339,0.001207013,0.0001309306,0.01362721,0.00334334,0.9683506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7793959,"threshold_uncertainty_score":0.314665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.642897704040936,"score_gpt":0.3762430842682367,"score_spread":0.2666546197726993,"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."}}