{"id":"W7024918363","doi":"","title":"Sparse intimacies: an ethnography of (knowing) whales","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ethnography; Perspective (graphical); Feature (linguistics); Ethnic group; Field (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":[0.003356223,0.0006954031,0.0006940637,0.002411986,0.02072541,0.006945206,0.002131889,0.002727993,0.005953529],"category_scores_gemma":[0.01082359,0.0008212165,0.0002309705,0.002023559,0.01242298,0.008077946,0.00904086,0.004168437,0.0005563256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315498,"about_ca_system_score_gemma":0.002264424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04385415,"about_ca_topic_score_gemma":0.1388291,"domain_scores_codex":[0.996694,0.002123366,0.0000850432,0.0003691595,0.0002483788,0.0004800693],"domain_scores_gemma":[0.9906748,0.006532139,0.0005852698,0.0004240871,0.0005490916,0.001234616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005531924,0.000009026834,0.001165104,0.00001288739,0.000001494941,0.0002458717,0.9963009,0.000005194002,0.0001360177,0.0004682998,0.000205197,0.001444422],"study_design_scores_gemma":[3.085236e-7,0.0000064315,0.001092688,0.00002460222,0.000001085979,0.00007301399,0.9947165,0.000008012777,0.00003411214,0.0001058026,0.0039342,0.000003263581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763098,0.0005096357,0.000853719,0.001474033,0.00006572196,0.0000442753,0.00005558994,0.00001679604,0.02067036],"genre_scores_gemma":[0.991177,0.000516166,0.0005976514,0.0003940687,0.00002376439,0.00004075108,0.00005177232,0.00004180943,0.007157132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04385415,"threshold_uncertainty_score":0.08719778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684130183543129,"score_gpt":0.2611481587506831,"score_spread":0.2443068569152519,"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."}}