{"id":"W6959955906","doi":"10.13140/rg.2.2.18123.62247","title":"Adapting our perspective of known research methodologies: Reflecting on the methodological challenges of the ExplorAbility pilot study with Canada’s Royal Winnipeg Ballet School.","year":2019,"lang":"en","type":"article","venue":"","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Qualitative research; Ballet; Agency (philosophy)","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5190351,0.001325651,0.00163652,0.003854708,0.02474306,0.03255287,0.008641302,0.009168124,0.003568443],"category_scores_gemma":[0.4991498,0.001363709,0.001192539,0.004585207,0.04383775,0.01761127,0.01922107,0.02725272,0.0008342496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0495484,"about_ca_system_score_gemma":0.1243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2408319,"about_ca_topic_score_gemma":0.4050714,"domain_scores_codex":[0.4733045,0.4722309,0.008438095,0.009511398,0.028737,0.007778061],"domain_scores_gemma":[0.3275833,0.5259904,0.01583662,0.02984014,0.08738606,0.01336336],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003109512,0.0004427317,0.01411244,0.003034106,0.0002463631,0.002064523,0.6190833,0.002246744,0.004434091,0.1900782,0.06723536,0.09671106],"study_design_scores_gemma":[0.0002027139,0.0004850324,0.007723594,0.007946961,0.0001699513,0.00102637,0.4723226,0.00343094,0.004223691,0.1199109,0.3821636,0.0003935787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04754852,0.00947002,0.1462195,0.7737924,0.005957256,0.002733331,0.0002775436,0.0001309363,0.01387063],"genre_scores_gemma":[0.4347775,0.004252002,0.2790239,0.2669756,0.001348271,0.006725066,0.0001177235,0.0006011495,0.006178796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7591681,"threshold_uncertainty_score":0.5931154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5599972118737278,"score_gpt":0.4302576979642584,"score_spread":0.1297395139094694,"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."}}