{"id":"W4416189616","doi":"10.2139/ssrn.5745990","title":"CONNECTING CREATIVITY AND INNOVATION RESEARCH: BUILDING BRIDGES TO CROSS DIVIDES","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Creativity; CLARITY; Key (lock); Conceptual blending; Conceptual framework; Knowledge production; Knowledge integration; Meaning (existential)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01734239,0.0007917549,0.001026956,0.005988539,0.004913321,0.01901033,0.002239245,0.005836783,0.02077017],"category_scores_gemma":[0.03958659,0.0007783433,0.000739874,0.006076545,0.02283051,0.05422512,0.02309166,0.007166289,0.002267631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829011,"about_ca_system_score_gemma":0.005268861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000782972,"about_ca_topic_score_gemma":0.0007664421,"domain_scores_codex":[0.9915331,0.005674612,0.0003122647,0.0008697152,0.001006339,0.000603951],"domain_scores_gemma":[0.9493765,0.03720894,0.002218884,0.006699301,0.00199575,0.002500681],"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":[0.00003340816,0.00003076185,0.0008413406,0.000140736,0.00002211565,0.00007952579,0.007465842,0.0003367379,0.0001431107,0.959085,0.001906043,0.02991533],"study_design_scores_gemma":[0.000008756376,0.000008987078,0.0001749169,0.0001473697,0.000005515177,0.00003016561,0.002548015,0.0004937551,0.00008053933,0.9858556,0.01064112,0.000005271228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07616414,0.02507441,0.4220606,0.143781,0.00323701,0.0002290172,0.0002087637,0.0005720974,0.3286731],"genre_scores_gemma":[0.8915523,0.01115796,0.08007316,0.004738056,0.00126512,0.0005105985,0.0002129397,0.0003097427,0.01018016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02077017,"threshold_uncertainty_score":0.09171641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528345336661796,"score_gpt":0.504637622541274,"score_spread":0.3518030888750944,"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."}}