{"id":"W3016606424","doi":"10.11647/obp.0186.22","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004628665,0.0002907942,0.0003794595,0.0002576159,0.0008473357,0.005301767,0.001809803,0.0003725388,0.08519441],"category_scores_gemma":[0.0003076428,0.0003323643,0.0002450277,0.0001124205,0.0005675401,0.006163113,0.0004925381,0.0007907925,0.003315488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676256,"about_ca_system_score_gemma":0.0004174404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537701,"about_ca_topic_score_gemma":0.01369883,"domain_scores_codex":[0.9979191,0.0000593953,0.0003511001,0.0007204528,0.000607145,0.0003428536],"domain_scores_gemma":[0.998494,0.00006387652,0.0003228163,0.0004770416,0.0003231328,0.0003191653],"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":[0.00001283838,0.000006923703,0.000001596702,0.00000331615,0.00006832575,0.000006958081,0.0006493141,5.01021e-7,0.000001448075,0.3716608,0.6270508,0.0005372803],"study_design_scores_gemma":[0.0001040608,0.00005715645,0.000006816592,0.00002627767,0.00006418645,0.000001906549,0.002391814,4.303923e-7,0.000001349789,0.01682996,0.9801701,0.0003459434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000138921,0.0002915576,9.188593e-7,0.08936504,0.002180434,0.0007503013,0.00001585052,0.0001655706,0.9072289],"genre_scores_gemma":[0.0004492996,0.0001734472,0.0002246666,0.002460773,0.003989934,0.00003934553,0.0001219939,0.00007213299,0.9924684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3548308,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386814429268248,"score_gpt":0.3069865590157557,"score_spread":0.2683051160889309,"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."}}