{"id":"W6995343224","doi":"","title":"Oceans Week: The life of a lobster fisher with Carl Allen","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Sign (mathematics); Work (physics); Everyday life","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000507595,0.0005738143,0.0002770704,0.0006049711,0.007743814,0.003957602,0.0005881551,0.001361196,0.276168],"category_scores_gemma":[0.00139732,0.000315593,0.0002314766,0.0007756157,0.0008197199,0.002721899,0.004600962,0.002382705,0.1136089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103487,"about_ca_system_score_gemma":0.003510124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07372448,"about_ca_topic_score_gemma":0.2788223,"domain_scores_codex":[0.9996604,0.00004271326,0.000005671606,0.00003510821,0.0001259101,0.0001300796],"domain_scores_gemma":[0.9983894,0.00005911853,0.0000338065,0.00003902931,0.0001780246,0.001300721],"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":[0.000006264502,0.000004143198,0.0001103,0.00001441503,3.98173e-7,0.00007285585,0.0005657545,0.000003733901,0.0000519317,0.0002436176,0.9919667,0.006959894],"study_design_scores_gemma":[9.217383e-7,0.000003464037,0.0003328294,0.00003253016,3.745319e-7,0.00003502617,0.001272927,0.000002719566,0.00002417713,0.000046529,0.9982455,0.000002988786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007554876,0.008277527,0.0004209883,0.07951428,0.0185343,0.000166836,0.003110975,0.001554685,0.8808656],"genre_scores_gemma":[0.007421537,0.001705106,0.0001986844,0.004532787,0.0008894334,0.00005363392,0.0005023179,0.0003865161,0.98431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.276168,"threshold_uncertainty_score":0.9238738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007371936336729284,"score_gpt":0.1759717252222916,"score_spread":0.1685997888855623,"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."}}