{"id":"W3096118122","doi":"10.22541/au.160391058.89181791/v1","title":"Empowering her guardians to nurture our oceans future","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Nature versus nurture; Environmental ethics; Political science; Biology; Philosophy; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206162,0.0002490677,0.0001645232,0.0003025393,0.004996388,0.003897495,0.0003796076,0.001673849,0.02442685],"category_scores_gemma":[0.006237327,0.0001699902,0.0001455948,0.0002822326,0.004753279,0.00371362,0.004956233,0.003869898,0.005907658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496716,"about_ca_system_score_gemma":0.00298193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004957595,"about_ca_topic_score_gemma":0.008833254,"domain_scores_codex":[0.9987207,0.0007359782,0.00001892407,0.00009543427,0.0002364099,0.0001925121],"domain_scores_gemma":[0.9979797,0.0005209594,0.0001732743,0.0002011306,0.0002514137,0.0008736271],"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":[0.00007124594,0.0001527625,0.005053805,0.0002010541,0.00001772829,0.001418874,0.1431984,0.0002419485,0.003774981,0.2667979,0.4238573,0.155214],"study_design_scores_gemma":[0.000005997895,0.00002207518,0.0008987539,0.0001356641,0.000004430203,0.000362279,0.04137009,0.0001136481,0.0005631059,0.01806186,0.9384526,0.000009362297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07319407,0.003127987,0.009400788,0.3433361,0.005733271,0.00004758532,0.0001005301,0.0003287379,0.5647309],"genre_scores_gemma":[0.6104985,0.004737885,0.007252773,0.02750677,0.001079035,0.00006026515,0.00007453046,0.0002266233,0.3485636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02442685,"threshold_uncertainty_score":0.08171594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00975315322330714,"score_gpt":0.2484282473590856,"score_spread":0.2386750941357785,"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."}}