{"id":"W4409113296","doi":"10.1017/s0140525x24001134","title":"Societies of the open ocean without territories","year":2025,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Territoriality; Subcategory; Identification (biology); Group identification; Group (periodic table); Space (punctuation); Geography; Economic geography; Biology; Ecology; Social psychology; Psychology; Computer science; Pure mathematics; Mathematics","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":[0.0003350494,0.0003112223,0.0002428892,0.001011818,0.001008076,0.002827767,0.0002258046,0.0006475198,0.004167113],"category_scores_gemma":[0.0006282718,0.0001061448,0.0002279101,0.0009009964,0.003733036,0.002252684,0.00224954,0.0009247965,0.0007244698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008329859,"about_ca_system_score_gemma":0.001467239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00492128,"about_ca_topic_score_gemma":0.006544239,"domain_scores_codex":[0.9996452,0.000114022,0.00001984462,0.00005128692,0.00008970909,0.0000798735],"domain_scores_gemma":[0.9996094,0.00008727032,0.00008071616,0.00005467058,0.00008874189,0.0000791749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003024617,0.00001420601,0.002680863,0.000594709,0.0000393458,0.0001699845,0.003192845,0.0006527851,0.001308705,0.7500794,0.02071529,0.2205216],"study_design_scores_gemma":[0.000003682461,0.00002910849,0.007041932,0.0003828621,0.00002487105,0.0003057267,0.001929286,0.0001759348,0.000201648,0.1623545,0.8275373,0.00001315494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05243315,0.1395208,0.03456855,0.02112138,0.001704527,0.0001024274,0.0005514598,0.0002143889,0.7497834],"genre_scores_gemma":[0.6538206,0.2040593,0.02071255,0.005748038,0.001982145,0.0001962323,0.0007485002,0.00008731164,0.1126452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00492128,"threshold_uncertainty_score":0.01394039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466145732352457,"score_gpt":0.3321908918155955,"score_spread":0.2875294344920709,"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."}}