{"id":"W4391264925","doi":"10.53103/cjlls.v4i1.141","title":"Deciphering the Creative Mind – Decoding the Language of Creativity, Poetic Endeavour, Fantasy, Inspiration, and Imagination","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Language and Literature Studies","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fantasy; Creativity; Poetry; Literature; Psychology; Art; Imagination; Aesthetics; Decoding methods; Cognitive science; Cognitive psychology; Computer science; Social psychology","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":[0.00373387,0.0007371156,0.0004260494,0.001815572,0.004039623,0.01649849,0.001375146,0.002414225,0.002772306],"category_scores_gemma":[0.01197196,0.0003178722,0.000436109,0.0009618331,0.05197913,0.01890272,0.005096556,0.005688188,0.0009604819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504335,"about_ca_system_score_gemma":0.003005784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707457,"about_ca_topic_score_gemma":0.00165389,"domain_scores_codex":[0.9965854,0.002108806,0.0001211419,0.0003283555,0.0006173871,0.0002389031],"domain_scores_gemma":[0.9941426,0.004085364,0.0004353912,0.0005945428,0.0005076331,0.0002344525],"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":[0.00002452049,0.000009472983,0.0002653241,0.0001219712,0.000006997274,0.0001810896,0.06657034,0.0002113827,0.000394661,0.9109859,0.003581607,0.01764663],"study_design_scores_gemma":[0.00001458116,0.00003208217,0.0005239687,0.0004909333,0.000009364132,0.0007006298,0.03866031,0.0009463587,0.001095908,0.7405546,0.216937,0.00003436444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.100176,0.03729173,0.1275929,0.06953368,0.004301147,0.0001107949,0.0001210945,0.000414451,0.6604581],"genre_scores_gemma":[0.9361321,0.008280065,0.02222197,0.004271579,0.001398605,0.0001043618,0.00007372195,0.0003836022,0.02713394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01649849,"threshold_uncertainty_score":0.01974684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869082737354348,"score_gpt":0.3380983292202642,"score_spread":0.3094075018467207,"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."}}