{"id":"W4281618359","doi":"10.1017/9781009037075.019","title":"Experiential and Research Journey","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Ukrainian; Reciprocal; Experiential learning; Sociology; Pedagogy; Linguistics; Mathematics education; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006723253,0.0005533472,0.0004446321,0.0009933383,0.009723429,0.01126506,0.001563211,0.002528518,0.02885258],"category_scores_gemma":[0.008422904,0.0003324518,0.0003865641,0.0009914638,0.01465683,0.01098869,0.0126769,0.006845629,0.01227803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004822201,"about_ca_system_score_gemma":0.008629839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599854,"about_ca_topic_score_gemma":0.006483796,"domain_scores_codex":[0.9961356,0.002400382,0.00009524219,0.0003315996,0.0006940852,0.000343107],"domain_scores_gemma":[0.9961779,0.001058001,0.0000987308,0.0007094084,0.0006847815,0.001271209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003071234,0.0001228399,0.0002294515,0.0001435662,0.000005752211,0.0009591632,0.1133301,0.00007553805,0.001028251,0.7360121,0.1023796,0.04568298],"study_design_scores_gemma":[0.000003071237,0.00001506061,0.0001015717,0.0001316993,9.872623e-7,0.0003760172,0.03361746,0.00003095823,0.0001296881,0.02786184,0.9377249,0.000006697109],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01851256,0.01343043,0.01430539,0.07588991,0.007035485,0.0002589424,0.0003137511,0.00030707,0.8699464],"genre_scores_gemma":[0.1699474,0.007519985,0.00883047,0.017976,0.00106712,0.0004596818,0.000361709,0.0003224647,0.7935152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02885258,"threshold_uncertainty_score":0.0965215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542788678916212,"score_gpt":0.3715754144235621,"score_spread":0.217296546531941,"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."}}