{"id":"W2534876302","doi":"10.5703/1288284316239","title":"End of Conference Poll‐a‐Palooza: Part II","year":2016,"lang":"en","type":"article","venue":"","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009505495,0.0009056346,0.001290669,0.00457016,0.007022142,0.01251933,0.002307464,0.005147776,0.2068349],"category_scores_gemma":[0.02365169,0.0009471799,0.001250433,0.002575252,0.0007886363,0.003254554,0.005127355,0.005458407,0.1002206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573562,"about_ca_system_score_gemma":0.009141971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249049,"about_ca_topic_score_gemma":0.04526052,"domain_scores_codex":[0.9918616,0.0009697322,0.0003419966,0.00060184,0.003391774,0.00283312],"domain_scores_gemma":[0.9806793,0.004145123,0.0008601534,0.001268919,0.006732647,0.006313846],"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":[0.003053522,0.0007661407,0.007326419,0.000859967,0.00005838997,0.0004846998,0.001597402,0.0003356055,0.002742248,0.00649207,0.8235816,0.1527021],"study_design_scores_gemma":[0.0002069741,0.0003476598,0.04745576,0.0004453109,0.00003217685,0.00006895173,0.003779349,0.0002426964,0.002421722,0.00203084,0.9428936,0.00007481685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03944165,0.004122767,0.004544341,0.02126651,0.04258375,0.006837573,0.0181406,0.002889764,0.860173],"genre_scores_gemma":[0.06454276,0.0009606995,0.003071917,0.006944529,0.005346265,0.004177299,0.01546401,0.001049039,0.8984435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2068349,"threshold_uncertainty_score":0.6919317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575281823005599,"score_gpt":0.2249064920332689,"score_spread":0.1691536738032129,"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."}}