{"id":"W7155494165","doi":"10.7202/1124395ar","title":"King Tide","year":2025,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002441152,0.000072205,0.0000721465,0.00005454251,0.00009183433,0.00003439929,0.0002569274,0.00001985946,0.0003480178],"category_scores_gemma":[0.000039423,0.00004373818,0.00004949331,0.0002025136,0.00005829166,0.00004757847,0.00008933498,0.0001032492,0.01028614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505685,"about_ca_system_score_gemma":0.00001773818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004482779,"about_ca_topic_score_gemma":0.00004283298,"domain_scores_codex":[0.9994549,0.00006275102,0.00009195745,0.0001077027,0.00009504614,0.0001876697],"domain_scores_gemma":[0.9994627,0.00009059963,0.00002239344,0.000395241,0.00001372268,0.0000153439],"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":[0.000454972,0.0001783599,0.05786646,0.00008468919,0.000613376,0.0000469274,0.004395836,0.0001887146,0.284874,0.1886637,0.4065065,0.05612649],"study_design_scores_gemma":[0.001217872,0.00003211436,0.2032433,0.0001525424,0.0001547059,0.00001544777,0.0001847742,0.001098992,0.05343261,0.04086488,0.6992314,0.0003713603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7561859,0.0001010102,0.0001238301,0.00222982,0.0002870426,0.0001323822,0.000007498949,0.0002310506,0.2407015],"genre_scores_gemma":[0.9863982,9.565401e-7,0.0001269122,0.0013994,0.00005921666,0.00001103714,0.000001596244,0.00002164857,0.01198103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927249,"threshold_uncertainty_score":0.9904845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099807813363683,"score_gpt":0.269941945274678,"score_spread":0.2589438671410412,"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."}}