{"id":"W3160263054","doi":"10.1177/1357034x21992846","title":"Animal, Body, Data: Starling Murmurations and the Dynamic of Becoming In-formation","year":2021,"lang":"en","type":"article","venue":"Body & Society","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Canada Research Chairs","keywords":"Starling; Sociality; Epistemology; Sociology; Ecology; Cognitive science; Biology; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000812655,0.00006623325,0.0001281776,0.00002831516,0.0007252681,0.0001343077,0.0002325298,0.00005428269,0.00007232906],"category_scores_gemma":[0.0002511097,0.00005863416,0.00009148682,0.0003286656,0.0004548558,0.0009034087,0.0001795464,0.0001776222,0.000002955856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005444677,"about_ca_system_score_gemma":0.0001036166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346217,"about_ca_topic_score_gemma":0.05105058,"domain_scores_codex":[0.9990591,0.0001350983,0.0002578645,0.0001676812,0.0002101387,0.0001701126],"domain_scores_gemma":[0.9991428,0.0003176549,0.0001234036,0.0002503852,0.0001350709,0.00003073401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001457031,0.0007407112,0.03092184,0.0002562317,0.0005526403,0.00001248762,0.6413557,0.0002095276,0.051842,0.2468293,0.02586524,0.001268579],"study_design_scores_gemma":[0.001562195,0.00004233624,0.0906992,0.0001184291,0.0001446734,0.00000763251,0.8558947,0.03410674,0.0003448486,0.004624895,0.01214755,0.0003067869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894859,0.0007510674,0.0001206133,0.00625297,0.0001263909,0.0002020558,0.00003546617,0.00003082425,0.0029947],"genre_scores_gemma":[0.9970337,0.001166248,0.001409972,0.0001292767,0.00004872005,0.000009498308,0.00004770964,0.000005364187,0.0001495757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422044,"threshold_uncertainty_score":0.9662653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907266703299297,"score_gpt":0.3475270985409092,"score_spread":0.3084544315079163,"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."}}