{"id":"W6990349002","doi":"","title":"Designing for awareness: early years educators coming to terms with their mathematical power","year":2022,"lang":"en","type":"article","venue":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Context (archaeology); Key (lock); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023072,0.0006848582,0.0006508016,0.001818913,0.009274575,0.01717012,0.001664349,0.003889349,0.007776069],"category_scores_gemma":[0.05642956,0.001456958,0.0005835932,0.001025237,0.009806329,0.01668086,0.01080627,0.01031558,0.001668295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835002,"about_ca_system_score_gemma":0.01130623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006344462,"about_ca_topic_score_gemma":0.009232379,"domain_scores_codex":[0.9849606,0.009714182,0.0003932556,0.001081728,0.002124977,0.001725312],"domain_scores_gemma":[0.9634766,0.0166562,0.001903011,0.002954206,0.006908664,0.00810127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006323025,0.0003125317,0.01063205,0.0001263052,0.00000704549,0.0006915039,0.9179493,0.00004832383,0.001817145,0.02168211,0.004832314,0.04183819],"study_design_scores_gemma":[0.00002146913,0.000202867,0.0058217,0.0006036893,0.00003495998,0.0008530574,0.7743277,0.0003272988,0.002349081,0.01925089,0.1961213,0.00008601895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7705715,0.003373962,0.04769917,0.02910388,0.001058809,0.0005197906,0.00008410282,0.0007192146,0.1468696],"genre_scores_gemma":[0.9652067,0.000806037,0.01079914,0.002068367,0.00003118226,0.0001585957,0.00004752565,0.0002100244,0.02067242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023072,"threshold_uncertainty_score":0.1220179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150700333228253,"score_gpt":0.307058648641341,"score_spread":0.2919886153185157,"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."}}