{"id":"W3083375759","doi":"10.21810/sfuer.v13i1.1260","title":"Teaching Science with Intention and Connection","year":2020,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Scientific literacy; Literacy; Numeracy; Perspective (graphical); Mathematics education; Pedagogy; Science education; Human science; Psychology; Sociology; Connection (principal bundle); Visual arts; Social science; Art; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006012631,0.00006130447,0.0001003262,0.00003219652,0.0005693323,0.00001421312,0.00007052745,0.00001747664,0.0002438068],"category_scores_gemma":[0.0009438724,0.00004722605,0.00001356813,0.0002328378,0.00008335315,0.0002739552,0.00002015994,0.0002117996,0.0002646024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337153,"about_ca_system_score_gemma":0.0006950398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007666547,"about_ca_topic_score_gemma":0.000004946251,"domain_scores_codex":[0.9992342,0.0000747505,0.0001834791,0.0001971712,0.0001719649,0.0001384346],"domain_scores_gemma":[0.9993399,0.0001371302,0.000109473,0.00007834307,0.0001901679,0.000145005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006224237,0.0003324793,0.07987919,0.01830401,0.00004158172,4.472784e-7,0.01420677,0.000004352614,0.0007584082,0.2894826,0.1136956,0.4832324],"study_design_scores_gemma":[0.0002220326,0.0001484771,0.05310262,0.008622346,0.00006290914,0.00001019184,0.002829012,0.00009278766,0.00001156792,0.002921466,0.9317303,0.0002463027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.320741,0.05315039,0.002072982,0.409044,0.002431287,0.00244207,0.000009750017,0.0002098798,0.2098986],"genre_scores_gemma":[0.9744426,0.004577106,0.001272418,0.01643679,0.0005509662,0.000150932,0.00004287627,0.00001324073,0.002513093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8180347,"threshold_uncertainty_score":0.4378901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053423900010409,"score_gpt":0.4574866427037312,"score_spread":0.3521442527026904,"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."}}