{"id":"W3202658991","doi":"10.1921/gpwk.v29i2.1307","title":"We ARTogether","year":2020,"lang":"en","type":"article","venue":"Groupwork","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sociology; The arts; Work (physics); Gender studies; Public relations; Psychology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001858347,0.0007772386,0.0005892246,0.001737401,0.007038676,0.01248301,0.00182171,0.003725358,0.4352092],"category_scores_gemma":[0.007848074,0.0003479682,0.0008151524,0.001489407,0.003980691,0.005614044,0.007779627,0.004500622,0.2373791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552162,"about_ca_system_score_gemma":0.003714066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286843,"about_ca_topic_score_gemma":0.008281461,"domain_scores_codex":[0.9976079,0.0005718716,0.000122411,0.000468192,0.0008769028,0.0003526837],"domain_scores_gemma":[0.9973616,0.0003631161,0.0001530992,0.0007724896,0.000848753,0.0005008653],"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":[0.00007729909,0.0000738818,0.001040889,0.0002364379,0.00001714925,0.0005153678,0.004621197,0.0001244879,0.0006212445,0.1714456,0.6257102,0.1955162],"study_design_scores_gemma":[0.000002472914,0.000005670487,0.0001591721,0.00008815588,0.00000238029,0.0001456545,0.0008492455,0.00002368996,0.00007477291,0.004217927,0.9944261,0.000004651116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002064344,0.00221141,0.003478053,0.01745949,0.006855496,0.0001146781,0.0006595356,0.0005969191,0.9665601],"genre_scores_gemma":[0.02584464,0.00215249,0.002575606,0.008411469,0.001357594,0.0001358521,0.0007056502,0.0005320968,0.9582846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4352092,"threshold_uncertainty_score":0.8056056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367694239440944,"score_gpt":0.4007911139780029,"score_spread":0.2640216900339086,"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."}}