{"id":"W2923794977","doi":"","title":"Facilitating STEM learning within and outside the teacher education classroom: Out-of-School-Time as a site for real-world learning","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Socioeconomic status; Pedagogy; Context (archaeology); Sociology; Construct (python library); Mathematics education; Coding (social sciences); Public relations; Political science; Psychology; Geography; Social science; Computer science; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243029,0.0001016211,0.0001837074,0.00005350247,0.0007635138,0.00006752999,0.000382592,0.00007911427,0.0000304568],"category_scores_gemma":[0.0007702787,0.00006806195,0.0001276127,0.0002166701,0.0002512536,0.0001353879,0.00004707188,0.0002046269,0.000005798535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948289,"about_ca_system_score_gemma":0.003790908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.105568,"about_ca_topic_score_gemma":0.2440144,"domain_scores_codex":[0.9990245,0.0001091709,0.0002846912,0.000181431,0.0002010931,0.0001991556],"domain_scores_gemma":[0.9982945,0.0006058227,0.0004367858,0.0002209724,0.0003777301,0.00006415106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003884894,0.0002140687,0.304752,0.0001138925,0.000244905,5.952786e-9,0.5856221,0.000126342,0.0005921606,0.03648839,0.009185711,0.06262154],"study_design_scores_gemma":[0.0004631032,0.0002623374,0.05254356,0.0001486762,0.000128653,2.14416e-7,0.9171992,0.000563626,0.0001044851,0.0053263,0.02305163,0.000208206],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811724,0.00008088173,0.00001818739,0.0037301,0.00048975,0.002034373,0.000008319481,0.00001312616,0.01245288],"genre_scores_gemma":[0.9388247,0.00001314979,0.0002295379,0.0000681291,0.0000493691,0.00007993308,0.000009057635,0.000009144386,0.06071704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315771,"threshold_uncertainty_score":0.9003881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446903482245794,"score_gpt":0.3081094731319752,"score_spread":0.2736404383095172,"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."}}