{"id":"W3126811001","doi":"10.18733/cpi29549","title":"I Know Where Oysters Lie","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oyster; Indigenous; Reef; Value (mathematics); Great barrier reef; Modalities; Work (physics); Visual arts; History; Art history; Fishery; Art; Sociology; Engineering; Ecology; Anthropology; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129758,0.0005865554,0.0004580347,0.0005999036,0.01152624,0.006277001,0.0008230504,0.001964148,0.0324757],"category_scores_gemma":[0.00470353,0.000364063,0.0003814364,0.0005003876,0.008239327,0.006340183,0.005670613,0.005953727,0.01332379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189062,"about_ca_system_score_gemma":0.00264486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03713147,"about_ca_topic_score_gemma":0.0535497,"domain_scores_codex":[0.9987563,0.0003599702,0.00002832166,0.0002336639,0.0004110809,0.000210672],"domain_scores_gemma":[0.9979522,0.000308052,0.000257065,0.0001048316,0.0005681199,0.0008097283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006921461,0.00006698076,0.009155294,0.0003845709,0.00003476633,0.001421618,0.2284241,0.00008120797,0.001656481,0.02742643,0.6449937,0.08628563],"study_design_scores_gemma":[0.000003466418,0.00003208704,0.00285912,0.0003774741,0.000008750944,0.000663817,0.1074359,0.00002654141,0.0002066546,0.00340838,0.8849469,0.000031027],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06313362,0.02251462,0.004405092,0.3631862,0.01746677,0.00008224742,0.0003999398,0.0004250874,0.5283864],"genre_scores_gemma":[0.2939009,0.01642253,0.003195107,0.07922951,0.002613841,0.00007786311,0.0002206078,0.0004099132,0.6039297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03713147,"threshold_uncertainty_score":0.1086421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.484314626305605,"score_gpt":0.4429200520423042,"score_spread":0.04139457426330079,"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."}}