{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001940146,0.00006337388,0.0001058167,0.00003332096,0.0001429447,0.00005028117,0.0001474009,0.00003834277,0.02080925],"category_scores_gemma":[0.00008087424,0.00003557849,0.00003501916,0.00001078109,0.0002109425,0.0003052843,0.00005395867,0.00006592317,0.000064359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006086289,"about_ca_system_score_gemma":0.00003153044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731615,"about_ca_topic_score_gemma":0.0002005417,"domain_scores_codex":[0.9994343,0.00001745525,0.0001729143,0.0001037691,0.000121978,0.000149619],"domain_scores_gemma":[0.9996089,0.00009348483,0.00006264618,0.0001053076,0.00008917607,0.00004043577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000257525,0.00001069936,0.0002851314,0.000006181904,0.00000686748,2.945683e-7,0.003989713,2.016427e-8,0.0002551992,0.9056969,0.08116395,0.008582496],"study_design_scores_gemma":[0.0001791609,0.00003699257,0.00008332125,0.00007810722,0.000005900471,9.498243e-7,0.001832147,0.000003828193,0.001028224,0.007883707,0.9887797,0.00008792817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1057128,0.00007394313,0.00007628211,0.005652561,0.0003112921,0.00003542364,0.00004624576,0.00007966945,0.8880118],"genre_scores_gemma":[0.8581313,0.00001911077,0.00002953731,0.0002674643,0.000625234,0.000002060453,0.000001884316,0.000005061321,0.1409184],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9076158,"threshold_uncertainty_score":0.9800858,"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."}}