{"id":"W2982477880","doi":"10.5430/wje.v9n5p83","title":"All Hands on Deck in Curriculum and Instructional Processes","year":2019,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; CLARITY; Mathematics education; Process (computing); Curriculum mapping; Curriculum development; Understanding by Design; Space (punctuation); Perception; Emergent curriculum; Pedagogy; Computer science; Psychology","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":[0.004221034,0.0008105537,0.0006716067,0.001260066,0.003826519,0.01164036,0.001167702,0.002417059,0.0500683],"category_scores_gemma":[0.01512375,0.0006973802,0.0007458744,0.001053275,0.007345003,0.008074922,0.009232262,0.004708875,0.008694226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390598,"about_ca_system_score_gemma":0.004883019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003512251,"about_ca_topic_score_gemma":0.003519597,"domain_scores_codex":[0.9895405,0.004535711,0.0004564226,0.001313151,0.002730226,0.001423971],"domain_scores_gemma":[0.9856646,0.006868204,0.0009567438,0.002982764,0.001622454,0.00190535],"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":[0.0003178557,0.001136109,0.01363823,0.0008124667,0.00009595294,0.001131246,0.1526397,0.00157328,0.01753353,0.1254093,0.02800862,0.6577038],"study_design_scores_gemma":[0.0000866774,0.0009192223,0.03618726,0.001511508,0.0001426317,0.001748003,0.08835129,0.003315847,0.01077686,0.1422895,0.7144014,0.0002698283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1453123,0.002508024,0.1205945,0.02146673,0.001490019,0.0005695984,0.0001802716,0.002238966,0.7056395],"genre_scores_gemma":[0.8083279,0.001333181,0.03711328,0.005984202,0.0003235035,0.0003301578,0.0001706282,0.0005448212,0.1458725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0500683,"threshold_uncertainty_score":0.1674952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340445420664949,"score_gpt":0.3876033005300037,"score_spread":0.3641988463233542,"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."}}