{"id":"W2962944282","doi":"10.33524/cjar.v19i3.428","title":"Collaborative Action Research Network (CARN) & Action Learning, Action Research Association Ltd (ALARA) Conference, October 17-19, 2019, Split, Croatia","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action research; Action (physics); Association (psychology); Collaborative network; Participatory action research; Library science; Sociology; Psychology; Pedagogy; Social science; Computer science; Anthropology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.008624566,0.0007805333,0.0006810183,0.00144056,0.003352255,0.005794077,0.001197748,0.002361059,0.2164504],"category_scores_gemma":[0.006963357,0.0004038571,0.0004080711,0.001403018,0.00190118,0.002820579,0.004810463,0.002505269,0.07965843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003563772,"about_ca_system_score_gemma":0.01378857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323811,"about_ca_topic_score_gemma":0.0290598,"domain_scores_codex":[0.9959045,0.001202915,0.000197692,0.0007861691,0.001247933,0.0006608377],"domain_scores_gemma":[0.9929323,0.0009589907,0.0003170254,0.0004334204,0.002156772,0.003201549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004849923,0.0001834797,0.001403192,0.0002388221,0.00001540773,0.0001072629,0.0005392216,0.000270158,0.001148611,0.01816637,0.7785919,0.1988505],"study_design_scores_gemma":[0.00003343232,0.00006359453,0.003882806,0.0001879879,0.000005657258,0.00004967382,0.0006721057,0.000336856,0.0004925935,0.001433646,0.9928255,0.00001611133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01853717,0.01397878,0.02519619,0.04865124,0.02039796,0.00128056,0.01115396,0.001964133,0.8588402],"genre_scores_gemma":[0.04853521,0.002745091,0.01300004,0.001328207,0.0007106215,0.0006569542,0.005336924,0.0004819709,0.927205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2164504,"threshold_uncertainty_score":0.7240987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881760320103375,"score_gpt":0.4112345395198364,"score_spread":0.2230585075094989,"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."}}