{"id":"W4395070949","doi":"10.12688/openreseurope.17197.1","title":"Archaeological evidence of resource utilisation of walrus, Odobenus rosmarus, over the past two millennia: A systematic review protocol","year":2024,"lang":"en","type":"review","venue":"Open Research Europe","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation; Nova Scotia Hospital; Memorial University of Newfoundland","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Archaeology; Geography; Resource (disambiguation); Protocol (science); Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.1066579,0.003806862,0.01162819,0.03316082,0.004371888,0.006277682,0.00565916,0.005664056,0.0270149],"category_scores_gemma":[0.1138046,0.005446014,0.01073627,0.01780594,0.005162813,0.008073638,0.006003906,0.003300118,0.004254894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01342235,"about_ca_system_score_gemma":0.09170448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151549,"about_ca_topic_score_gemma":0.02976986,"domain_scores_codex":[0.9425763,0.01883434,0.02435363,0.005233354,0.006804173,0.002198175],"domain_scores_gemma":[0.9112186,0.03542767,0.0157883,0.008251044,0.02662053,0.002693706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001257843,0.0001792484,0.002476876,0.9301824,0.001989354,0.001029215,0.006686036,0.0005522259,0.001521586,0.002271745,0.01049741,0.04135606],"study_design_scores_gemma":[0.004627618,0.001431676,0.01304554,0.831103,0.01357313,0.0008408535,0.009629562,0.000634488,0.001940869,0.003473008,0.119231,0.0004693199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002397641,0.01015786,0.002558318,0.0006030931,0.0001835122,0.974996,0.0082478,0.00009439634,0.0007613219],"genre_scores_gemma":[0.003389684,0.005505248,0.007754705,0.0003952865,0.00003310599,0.9811014,0.001381125,0.00001498167,0.0004244864],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1066579,"threshold_uncertainty_score":0.5640678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2667359211866052,"score_gpt":0.4805676840927801,"score_spread":0.2138317629061749,"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."}}