{"id":"W2119570627","doi":"10.36510/learnland.v6i1.591","title":"The Creative Research Process: Delights and Difficulties","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; The arts; Reciprocal; Process (computing); Psychology; Pedagogy; Creative thinking; Mathematics education; Engineering ethics; Engineering; Visual arts; Computer science; Social psychology; Art","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"],"consensus_categories":[],"category_scores_codex":[0.4382236,0.002278213,0.002237016,0.01029937,0.03080726,0.05134692,0.01289702,0.01094904,0.004403254],"category_scores_gemma":[0.5064358,0.003219551,0.001989605,0.004586698,0.1380783,0.03977437,0.05111009,0.02022292,0.002580137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138473,"about_ca_system_score_gemma":0.02549831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152527,"about_ca_topic_score_gemma":0.001979691,"domain_scores_codex":[0.3859216,0.5250133,0.01476196,0.01505678,0.05137108,0.007875352],"domain_scores_gemma":[0.276491,0.6274186,0.0165179,0.03963813,0.02624739,0.01368707],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001502268,0.0001856494,0.002306872,0.0011779,0.0000908287,0.001713421,0.6283414,0.0003715153,0.0004883361,0.2124905,0.0141133,0.1385701],"study_design_scores_gemma":[0.0001608465,0.0001365016,0.0008705052,0.0025417,0.0000324135,0.004880764,0.5323752,0.001459088,0.0006391228,0.2800592,0.176651,0.0001936465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1471477,0.02750181,0.284928,0.4003286,0.00787069,0.003511301,0.0001706532,0.001331733,0.1272095],"genre_scores_gemma":[0.8067092,0.01122697,0.1256315,0.01448982,0.004135739,0.005738261,0.0001341791,0.00101458,0.03091972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4382236,"threshold_uncertainty_score":0.6927703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908517511460597,"score_gpt":0.3796444858104883,"score_spread":0.3305593106958823,"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."}}