{"id":"W7014044446","doi":"","title":"TENT Recommend","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Natural (archaeology); World class; Research council; Social impact","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":[0.0005716025,0.0006087631,0.000492379,0.001624549,0.002137513,0.005587683,0.001351332,0.00199186,0.9117358],"category_scores_gemma":[0.003027181,0.0004120185,0.000514404,0.001643711,0.0004075135,0.003900807,0.00305124,0.00153984,0.843134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156174,"about_ca_system_score_gemma":0.002058102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008960081,"about_ca_topic_score_gemma":0.02051103,"domain_scores_codex":[0.9994518,0.00004796784,0.00002538325,0.00009901608,0.0002750759,0.0001006568],"domain_scores_gemma":[0.9985985,0.0001041244,0.00004554036,0.0002904825,0.0006265037,0.000334796],"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":[0.0000244414,0.000029492,0.0001632207,0.000061263,0.000001816449,0.00004065737,0.00007836831,0.00002715873,0.0001783062,0.003610187,0.9317392,0.06404577],"study_design_scores_gemma":[0.000003356997,0.000004072982,0.0001879898,0.00002404074,9.140195e-7,0.00001975737,0.00007335282,0.00002373781,0.00005700098,0.0004840379,0.999119,0.000002814788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004848611,0.0002006183,0.001026524,0.001634225,0.001737996,0.0001129516,0.007130651,0.002322222,0.9853499],"genre_scores_gemma":[0.001480469,0.0001825856,0.0004846813,0.0006087689,0.0001498069,0.00004063227,0.003343575,0.0007375245,0.992972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9117358,"threshold_uncertainty_score":0.1258981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288299367622873,"score_gpt":0.2492515507025848,"score_spread":0.226368557026356,"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."}}