{"id":"W7097282093","doi":"","title":"Topic Group A Implementation of an Apple Centre for Innovation and Year 1 Mathematics Results","year":2016,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Microcomputer; Workstation; Group (periodic table); Time-sharing; Computer literacy","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":[0.0002418036,0.00002059241,0.00003240747,0.00004425955,0.00005564703,0.0000054687,0.00003579038,0.00003446956,0.00004309342],"category_scores_gemma":[0.00006260392,0.00001502885,0.000004955235,0.0001010068,0.0000382047,0.00008543282,0.000005348096,0.000007417964,0.000001090162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441051,"about_ca_system_score_gemma":0.00002165474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035975,"about_ca_topic_score_gemma":0.001388523,"domain_scores_codex":[0.9997025,0.000009898262,0.0001115388,0.00006212368,0.00005194648,0.00006196537],"domain_scores_gemma":[0.9997768,0.00003799264,0.00005495556,0.00005538074,0.00006552794,0.000009287342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003698231,0.00003853513,0.00483715,0.000009888628,0.000004230649,1.0497e-8,0.01333214,7.247478e-9,0.002543155,0.8983459,0.001049811,0.07983544],"study_design_scores_gemma":[0.002419158,0.0002110858,0.02803688,0.00001904972,0.00002426842,3.60725e-7,0.4036786,0.00001575335,0.02672504,0.5088858,0.02982083,0.0001632098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895493,0.000001467126,0.004126013,0.004017125,0.00005994725,0.0002478285,0.00001696558,0.00002859839,0.001952784],"genre_scores_gemma":[0.9884725,0.000004893934,0.01088658,0.00001537756,0.00003144701,0.000009855526,0.00001499626,0.000001683169,0.0005627108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903464,"threshold_uncertainty_score":0.07748286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572023002223439,"score_gpt":0.3698726659747567,"score_spread":0.3341524359525223,"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."}}