{"id":"W3139867732","doi":"10.29173/iasl7560","title":"Collaborative Practice in an Inclusive Environment","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Curriculum; Work (physics); Pedagogy; Mathematics education; Literacy; Sociology; Computer science; Psychology; Engineering; Social science","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":[0.01760568,0.0007334924,0.0006893547,0.00273481,0.01530345,0.01681891,0.002639941,0.004258898,0.007528253],"category_scores_gemma":[0.02300613,0.0005069422,0.0008654518,0.001909637,0.02551833,0.01463395,0.02778819,0.003995531,0.002043991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341052,"about_ca_system_score_gemma":0.008154798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829104,"about_ca_topic_score_gemma":0.002444807,"domain_scores_codex":[0.9581023,0.03233633,0.0007884098,0.002720442,0.004052088,0.002000407],"domain_scores_gemma":[0.9780618,0.01154738,0.001405881,0.003508345,0.001684182,0.003792402],"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":[0.00007229543,0.0003685876,0.002806345,0.0004373168,0.00005077898,0.001651815,0.3082211,0.001564086,0.001288482,0.5635897,0.008612455,0.1113371],"study_design_scores_gemma":[0.0001007158,0.0003483912,0.001400516,0.001008407,0.00004206492,0.001811825,0.1166622,0.002140902,0.001034481,0.3506896,0.5246861,0.00007482396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1455434,0.003992324,0.2410406,0.02266482,0.001243906,0.0005802379,0.00004375447,0.0004580964,0.584433],"genre_scores_gemma":[0.8921103,0.001845652,0.0700699,0.001105769,0.0003190615,0.0005358586,0.00004679311,0.0001247285,0.03384188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01760568,"threshold_uncertainty_score":0.09310883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667790737352961,"score_gpt":0.3470565856271693,"score_spread":0.3303786782536398,"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."}}