{"id":"W4248981500","doi":"10.26522/ti.v2i1.757","title":"Blind","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence","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":[0.0002999462,0.001590293,0.0006371842,0.001912138,0.001122359,0.003272175,0.001238844,0.00168136,0.8024544],"category_scores_gemma":[0.002173247,0.0005965741,0.0007803184,0.0006117407,0.0005786623,0.002374782,0.002840162,0.001293435,0.6275992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442601,"about_ca_system_score_gemma":0.0009026565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699506,"about_ca_topic_score_gemma":0.00364563,"domain_scores_codex":[0.9996439,0.00002136413,0.00001146864,0.00006831843,0.0001830922,0.00007192717],"domain_scores_gemma":[0.999283,0.00009546014,0.00002456243,0.0002172666,0.0002663364,0.0001133209],"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":[0.0003243466,0.00005008809,0.0001837485,0.0002026006,0.000009133802,0.0001412896,0.00006585336,0.0001676334,0.009904875,0.004221691,0.8116249,0.1731037],"study_design_scores_gemma":[0.00007487429,0.00003251682,0.0007763062,0.00008535342,0.00001187861,0.0004323458,0.00009753637,0.001270534,0.01284863,0.003859618,0.9804727,0.000037731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00230545,0.0002774765,0.02753385,0.001074308,0.002451546,0.0004111091,0.008821125,0.04303596,0.9140891],"genre_scores_gemma":[0.01511127,0.0003123834,0.01541227,0.0008799796,0.0004838051,0.0001584665,0.007058579,0.01244849,0.9481348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1975456,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942665574120598,"score_gpt":0.2636163904505499,"score_spread":0.2341897347093439,"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."}}