{"id":"W3207327154","doi":"10.1515/mc-2020-0025","title":"The designing of ocean threat comics by elementary students","year":2021,"lang":"en","type":"article","venue":"Multimodal Communication","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Comics; Semiotics; Meaning (existential); Visual literacy; Visual arts; Sign (mathematics); Mathematics education; Literacy; Pedagogy; Sociology; Psychology; Art; Linguistics; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.0002188236,0.00006590166,0.00008833958,0.00001918284,0.000515062,0.0001048238,0.000386873,0.00001562582,0.00006947348],"category_scores_gemma":[0.00001547047,0.00005120529,0.000042339,0.00002879774,0.0001920564,0.00006583425,0.0001685906,0.00009220908,0.000001703646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310639,"about_ca_system_score_gemma":0.00001213532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005241968,"about_ca_topic_score_gemma":0.002019432,"domain_scores_codex":[0.9993949,0.0001375264,0.0001821322,0.00007497762,0.000125829,0.00008464188],"domain_scores_gemma":[0.9991393,0.0001936961,0.0001042946,0.0004535202,0.00009173678,0.00001744905],"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":[0.0001445353,0.001289047,0.0881309,0.00004997489,0.0006506976,0.000001850395,0.1303605,0.00002887406,0.01015863,0.603125,0.1440428,0.02201715],"study_design_scores_gemma":[0.005469278,0.000340965,0.01042619,0.0003471654,0.0002053019,0.000004150149,0.1989545,0.006636892,0.02758583,0.05550356,0.6934495,0.001076693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778491,0.005028526,0.0001755371,0.001834648,0.0001189044,0.0002523082,0.00006644127,0.0000547806,0.0146198],"genre_scores_gemma":[0.9968897,0.0009233463,0.0004577082,0.00008719116,0.00001752763,0.000005515591,0.00010851,0.00001369001,0.001496783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5494066,"threshold_uncertainty_score":0.3961493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531904072470625,"score_gpt":0.2713855552869074,"score_spread":0.2460665145622011,"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."}}