{"id":"W2164844414","doi":"10.1177/1049732306298812","title":"The Inevitable Pull of the River's Current","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Alberta Health Services; Royal College of Physicians and Surgeons of Canada; Mount Royal University; First Nations University of Canada; University of Calgary","funders":"","keywords":"Qualitative research; Psychology; Process (computing); Sociology; Pedagogy; Epistemology; Computer science; Social science","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":[0.006437806,0.0003369848,0.0005863112,0.001111253,0.007523905,0.01065577,0.001306634,0.003571103,0.01584837],"category_scores_gemma":[0.02161333,0.0004707111,0.0004085803,0.001186698,0.02098442,0.01405175,0.006349948,0.007338021,0.004978293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495978,"about_ca_system_score_gemma":0.004884879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515792,"about_ca_topic_score_gemma":0.007369941,"domain_scores_codex":[0.9954323,0.001944855,0.0001244053,0.0007969329,0.001332213,0.0003693225],"domain_scores_gemma":[0.9925842,0.00278279,0.0005281613,0.001405293,0.001799729,0.0008997502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004304481,0.0000203742,0.001285952,0.0001513511,0.00002119462,0.0004489374,0.05863146,0.0001683305,0.0008504941,0.8402743,0.04674032,0.05136427],"study_design_scores_gemma":[0.000009411052,0.00003113243,0.0005949225,0.0004158226,0.000009979508,0.0003310273,0.03800895,0.000168236,0.0002624226,0.2212743,0.7388657,0.0000280822],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03644,0.007179188,0.06233051,0.2541566,0.007248112,0.00008049569,0.0001796496,0.0007589259,0.6316264],"genre_scores_gemma":[0.7729949,0.005854653,0.01602169,0.03752889,0.001883148,0.0001412803,0.000115368,0.001162428,0.1642976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01584837,"threshold_uncertainty_score":0.05301809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8217252897381857,"score_gpt":0.7754344714128826,"score_spread":0.04629081832530313,"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."}}