{"id":"W4312274825","doi":"10.34074/junc.22049","title":"Attentive and Appreciative:","year":2022,"lang":"en","type":"article","venue":"Junctures The Journal for Thematic Dialogue","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Sociology; Conversation; Indigenous; Exhibition; Variety (cybernetics); Media studies; Aesthetics; Visual arts; Ecology; Communication; Computer science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003913059,0.00008745091,0.0001463949,0.00004405865,0.004665932,0.000126527,0.0003564798,0.00003249781,0.0001959589],"category_scores_gemma":[0.0005328808,0.00005055801,0.0000916832,0.00009494128,0.0002370191,0.00009209316,0.0001038641,0.0004185502,0.000002712729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000801423,"about_ca_system_score_gemma":0.0001050044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284788,"about_ca_topic_score_gemma":0.0002847047,"domain_scores_codex":[0.9985593,0.0005523812,0.000160999,0.00008211903,0.0004134058,0.0002317924],"domain_scores_gemma":[0.9982273,0.001321845,0.00021926,0.00009912347,0.00006333902,0.00006911809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001557355,0.0001732051,0.0001055661,0.00004401061,0.0002511916,0.00000632494,0.3216334,0.0002374545,0.0002637787,0.6346132,0.03483542,0.007680702],"study_design_scores_gemma":[0.0004236712,0.0001474501,0.0003010994,0.00001688576,0.00008783666,0.00003686827,0.0480196,0.0001249939,0.00003042976,0.584254,0.3664072,0.0001500152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637267,0.003456582,0.01640959,0.08052298,0.01090656,0.004688756,0.0003663354,0.0001649401,0.1197576],"genre_scores_gemma":[0.9915764,0.000105924,0.0001066741,0.001006411,0.0004353964,0.00004495365,0.000003049893,0.00001274125,0.006708506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315718,"threshold_uncertainty_score":0.9966298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043634912426689,"score_gpt":0.3354000720500335,"score_spread":0.2917651596233445,"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."}}