{"id":"W4410002519","doi":"10.21991/cf29492","title":"Editors' Introduction: Beyond Dolphin Delivery","year":2025,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of British Columbia","funders":"","keywords":"Fishery; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004890242,0.001922177,0.001434634,0.003085834,0.004525374,0.01128063,0.002011646,0.005526211,0.1170433],"category_scores_gemma":[0.03014299,0.0005923613,0.001131974,0.001575108,0.001809819,0.005213523,0.003325463,0.008118663,0.05771538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161374,"about_ca_system_score_gemma":0.003583667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770408,"about_ca_topic_score_gemma":0.003155641,"domain_scores_codex":[0.994853,0.0006351141,0.0004098748,0.0007072852,0.002880815,0.0005140001],"domain_scores_gemma":[0.9814708,0.004826733,0.001005697,0.0009464901,0.008986358,0.00276397],"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":[0.00000779982,0.000005023303,0.00001351753,0.00004858616,8.660122e-7,0.00001972398,0.00002680492,0.00001047742,0.00003389125,0.0008979368,0.9922511,0.006684218],"study_design_scores_gemma":[0.000003692269,0.000008847728,0.0000706432,0.0001084408,0.000001490313,0.0000199388,0.00004613332,0.00002536659,0.00002699567,0.0005818272,0.9991025,0.000004223562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009150838,0.001975242,0.0002612438,0.03266311,0.9387074,0.00004055567,0.0001813799,0.0001647602,0.0259149],"genre_scores_gemma":[0.002319479,0.003625467,0.0004511237,0.03198071,0.8250841,0.0001047669,0.0002336451,0.0003479877,0.1358527],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1170433,"threshold_uncertainty_score":0.3915488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008674139978887597,"score_gpt":0.2144849643956954,"score_spread":0.2058108244168078,"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."}}