{"id":"W4415035462","doi":"10.56105/cjsae.v37i01.5830","title":"Are Caring, Collaborative and Creative Research Practices Possible in the Western Academy?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Exploratory research; Research methodology; Feminism; Creative brief; Set (abstract data type); Creativity; Educational research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04674123,0.0005066647,0.0009618024,0.003004932,0.03119359,0.03408807,0.002104406,0.005391363,0.003341697],"category_scores_gemma":[0.04845942,0.0007935737,0.0004428019,0.003432889,0.09615989,0.02083871,0.01489435,0.006945551,0.0009322598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008545058,"about_ca_system_score_gemma":0.01462239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410607,"about_ca_topic_score_gemma":0.02125525,"domain_scores_codex":[0.9417851,0.04615563,0.001541472,0.002451265,0.004534317,0.003532224],"domain_scores_gemma":[0.9431939,0.03506906,0.005840296,0.005438814,0.00332597,0.007131856],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002805784,0.00005607991,0.00231769,0.0001792585,0.00001390716,0.0005013802,0.9402705,0.00001872311,0.0002787088,0.0387086,0.002259072,0.01536803],"study_design_scores_gemma":[0.00001472844,0.00004221545,0.003499469,0.0004442103,0.00001149566,0.0005156395,0.9065405,0.00003609406,0.000188402,0.0249255,0.06374812,0.00003357377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5179787,0.01979529,0.00728205,0.2030154,0.00148322,0.0002354329,0.00004117495,0.0001349813,0.2500337],"genre_scores_gemma":[0.9740976,0.004322059,0.004231817,0.01114987,0.0002926458,0.0002252762,0.00001132358,0.00004163722,0.005627749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991455,"threshold_uncertainty_score":0.2471942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287833898276253,"score_gpt":0.55955165231123,"score_spread":0.3307682624836048,"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."}}