{"id":"W2809987290","doi":"10.1007/978-3-319-94601-6_17","title":"Effective Ideation Method for Collective Creativity","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ideation; Creativity; Psychology; Computer science; Cognitive science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008690042,0.0002974759,0.0005170175,0.0002524372,0.0002069542,0.0000644413,0.0001450928,0.0001968993,0.0001008803],"category_scores_gemma":[0.0001727839,0.0002902453,0.00008629602,0.00009523435,0.0001624469,0.0001049788,0.00005813076,0.0002343981,0.00003078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330336,"about_ca_system_score_gemma":0.00005003843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008517274,"about_ca_topic_score_gemma":0.00005768975,"domain_scores_codex":[0.9982094,0.0001698427,0.0004636341,0.0007399071,0.00015608,0.0002611144],"domain_scores_gemma":[0.9963309,0.002736618,0.0004555717,0.0002411487,0.000172389,0.00006337442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000291299,0.0001899941,0.001863526,0.0005296794,0.0001351557,0.000009083081,0.019102,0.0007604567,0.00005243147,0.6152879,0.001806339,0.3599721],"study_design_scores_gemma":[0.001103107,0.001891065,0.00161568,0.00308928,0.0001437555,0.0001602355,0.005171994,0.02596494,0.0004801166,0.07110765,0.8877621,0.001510023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0010701,0.006113617,0.5773472,0.00002621895,0.005374453,0.00261091,0.00004416753,0.00006204199,0.4073513],"genre_scores_gemma":[0.2513356,0.0009275699,0.006369561,0.0002575976,0.002389767,0.0008090852,0.00004810617,0.0001600161,0.7377027],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8859558,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041789844849513,"score_gpt":0.4091817358847767,"score_spread":0.3673918910352638,"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."}}