{"id":"W2161356368","doi":"10.1177/1525822x08330260","title":"Participant Observation and Phased Assertion as Research Strategies in the Canadian Arctic","year":2009,"lang":"en","type":"article","venue":"Field Methods","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assertion; Communicative competence; Psychology; Competence (human resources); Participant observation; Data collection; Apathy; Hostility; Social psychology; Sociology; Pedagogy; Computer science; Cognition; Social science","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":[0.05784545,0.0008616183,0.0006021423,0.0026531,0.01253153,0.005990875,0.00333933,0.001585622,0.001732461],"category_scores_gemma":[0.04850308,0.0007116544,0.0004328041,0.003578947,0.01764582,0.003806414,0.007861272,0.002069401,0.0001950352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01576209,"about_ca_system_score_gemma":0.04177994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4245168,"about_ca_topic_score_gemma":0.6201707,"domain_scores_codex":[0.9437275,0.0477745,0.001068659,0.002257859,0.003680284,0.001491197],"domain_scores_gemma":[0.9409364,0.04416698,0.003038447,0.003544893,0.006776347,0.001537047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001223845,0.00008456763,0.002510302,0.0003172695,0.000008579462,0.0002859203,0.9601148,0.0001648737,0.001828631,0.009295798,0.0004818537,0.02478505],"study_design_scores_gemma":[0.00007340566,0.0003154927,0.007942664,0.0007666525,0.00003284952,0.0003250438,0.9423264,0.0006687139,0.002118689,0.00567538,0.0396536,0.00010105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665861,0.004808823,0.069097,0.005189494,0.0004518284,0.004320912,0.0004163466,0.00009759339,0.04903184],"genre_scores_gemma":[0.9424366,0.002505493,0.04410629,0.0004931409,0.00006480756,0.003745967,0.00009632393,0.00003603016,0.006515323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5754832,"threshold_uncertainty_score":0.8440917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5671666037676736,"score_gpt":0.6440138451969994,"score_spread":0.07684724142932586,"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."}}