{"id":"W6942830073","doi":"10.14288/cl.vi241.192424","title":"Attention Canadian Literature Professors","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Comparative and World Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003067041,0.001168408,0.001247823,0.009213226,0.03041559,0.01726381,0.003048898,0.00696945,0.335763],"category_scores_gemma":[0.01103299,0.0008507849,0.0008453662,0.01139274,0.005207456,0.006028568,0.004830884,0.00668571,0.05823039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1025225,"about_ca_system_score_gemma":0.1485489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9056641,"about_ca_topic_score_gemma":0.9707064,"domain_scores_codex":[0.9920771,0.0004644862,0.0001399944,0.00105012,0.00409341,0.002174848],"domain_scores_gemma":[0.9829181,0.0009730345,0.0003279626,0.0004706474,0.009229684,0.006080547],"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":[0.00001204639,0.00001403622,0.0003173162,0.00005970468,0.000002557539,0.00004954779,0.0004434652,0.00001723777,0.00008561849,0.01645885,0.9702088,0.01233066],"study_design_scores_gemma":[0.000002505077,0.000001382355,0.0005155028,0.00004274975,0.000002226717,0.00001360681,0.001034252,0.00001058525,0.00002791743,0.0004163147,0.997928,0.000005005534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002590203,0.02184577,0.0002614179,0.2132607,0.02357184,0.00009646395,0.001611569,0.0002731002,0.7364891],"genre_scores_gemma":[0.00808917,0.005107128,0.0001205602,0.01579761,0.00195638,0.00002189068,0.0002376409,0.00007983579,0.9685898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.335763,"threshold_uncertainty_score":0.9474534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625412293738741,"score_gpt":0.2697155648692214,"score_spread":0.2071743354953473,"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."}}