{"id":"W2951505396","doi":"10.82308/49618","title":"Narwhal communication and grouping behaviour: a case study in social cetacean research and monitoring","year":2011,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Arctic; Geography; Bay; Cetacea; Fishery; Oceanography; Ecology; Biology; Geology; Archaeology","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":[0.00238284,0.0006230747,0.0004757899,0.00166346,0.006086625,0.001371243,0.001633993,0.002980297,0.00126476],"category_scores_gemma":[0.004807493,0.0004459723,0.0004648549,0.001685855,0.001989721,0.001608826,0.002823135,0.00163812,0.0002781874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821924,"about_ca_system_score_gemma":0.001084246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929491,"about_ca_topic_score_gemma":0.07861689,"domain_scores_codex":[0.9977193,0.001116113,0.0001235148,0.0003092026,0.0003490455,0.0003827949],"domain_scores_gemma":[0.9973338,0.0009523401,0.0005983511,0.0002214315,0.0002090496,0.0006850567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001161271,0.001125975,0.3666877,0.00048654,0.0000864055,0.1667365,0.3898619,0.0003347163,0.005051451,0.001701217,0.002058904,0.06575249],"study_design_scores_gemma":[0.00002002673,0.001183176,0.3874778,0.0004400839,0.00009129626,0.08970281,0.4910441,0.002396004,0.002052912,0.00124791,0.02425479,0.00008912815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962251,0.0004359327,0.0006419117,0.0006946654,0.00001691915,0.00006360171,0.00002548902,0.000007490551,0.001888892],"genre_scores_gemma":[0.9905106,0.001694459,0.004479044,0.0003479385,0.0000547623,0.00008272568,0.00004895747,0.00001388531,0.002767468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929491,"threshold_uncertainty_score":0.03836524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417577589307657,"score_gpt":0.3294823060566314,"score_spread":0.1877245471258658,"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."}}