{"id":"W2884703432","doi":"10.29173/cjfy29386","title":"Method as Process, Process as Method","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Lethbridge","funders":"","keywords":"Process (computing); Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.272516,0.00247341,0.00348966,0.00737015,0.008650677,0.02486856,0.003767095,0.006096005,0.02999916],"category_scores_gemma":[0.2712942,0.002307755,0.002265209,0.0111375,0.02383367,0.01875573,0.009664569,0.01358285,0.006949255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334475,"about_ca_system_score_gemma":0.04333503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583267,"about_ca_topic_score_gemma":0.006471395,"domain_scores_codex":[0.6360575,0.3147067,0.01477385,0.01194209,0.02011302,0.002406877],"domain_scores_gemma":[0.7255201,0.1856721,0.008508779,0.03997489,0.03723135,0.00309283],"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":[0.0007388321,0.0005312916,0.0008078156,0.01023667,0.000187854,0.0001613301,0.03755959,0.0005209036,0.0008239297,0.5810751,0.07518443,0.2921724],"study_design_scores_gemma":[0.001251534,0.0004564358,0.001161108,0.01344848,0.0002459979,0.0001640052,0.01914623,0.002010555,0.00212787,0.2691766,0.6905487,0.0002625454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006649622,0.01033976,0.652977,0.04660638,0.03316664,0.1185628,0.002993612,0.001813343,0.1268909],"genre_scores_gemma":[0.04691467,0.004675183,0.6732835,0.009930036,0.001197585,0.2320611,0.000626531,0.001004421,0.03030687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.272516,"threshold_uncertainty_score":0.8971173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869623625537371,"score_gpt":0.3616889386238001,"score_spread":0.3329927023684264,"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."}}