{"id":"W4376111750","doi":"10.1017/9781108955898.010","title":"Going beyond Natural Local Ecosystems, II","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Fishery; Whaling; Geography; Herring; Fishing; Subsistence agriculture; Fish stock; Fish <Actinopterygii>; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006506646,0.0003755346,0.0005201545,0.000121215,0.00109242,0.00003726226,0.0003955331,0.00018323,0.00005799301],"category_scores_gemma":[0.000009018541,0.0003385529,0.0002917112,0.00000390905,0.0009705799,0.00006592012,0.0009672603,0.0005699989,0.0002312447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427594,"about_ca_system_score_gemma":0.00002869567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003402583,"about_ca_topic_score_gemma":0.0003525139,"domain_scores_codex":[0.9986647,0.00002719695,0.0002140114,0.0004645376,0.0002760045,0.0003535319],"domain_scores_gemma":[0.9992256,0.0001175118,0.0001512848,0.0002389905,0.0001324187,0.0001342018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000313557,0.000005858785,1.950757e-7,0.00007604594,0.0001351504,0.0002980266,0.001228583,4.762648e-7,0.000001071737,0.8727534,0.1241663,0.001303471],"study_design_scores_gemma":[0.0002282596,0.00008975522,5.931236e-7,0.0001270932,0.0001114057,0.0000032433,0.0002485839,0.00004392802,0.000004125221,0.0001896462,0.9985174,0.00043596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007804883,0.0005082674,0.00002639177,0.0000585105,0.00153028,0.0002312122,0.000388096,0.0003877975,0.9967914],"genre_scores_gemma":[0.008344485,0.0001095345,0.000005932681,0.00008635551,0.0007721303,0.000001132128,0.00007019769,0.00004194499,0.9905683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8743511,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520138348994651,"score_gpt":0.1778340763943165,"score_spread":0.14263269290437,"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."}}