{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001637617,0.0002689816,0.0003578054,0.0005387599,0.001923706,0.0002485007,0.0009563057,0.000164518,0.0001891502],"category_scores_gemma":[0.000212222,0.0003011513,0.0002009266,0.0008000281,0.0003281185,0.0003128022,0.0002146613,0.000467683,0.000005327797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323167,"about_ca_system_score_gemma":0.002384285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612687,"about_ca_topic_score_gemma":0.0001295101,"domain_scores_codex":[0.9973076,0.0006203458,0.0002581699,0.0004872665,0.000607476,0.0007191469],"domain_scores_gemma":[0.9977499,0.0008854795,0.0002415007,0.0004221263,0.0001533686,0.000547686],"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":[0.0002805278,0.000432994,0.007485854,0.00004520352,0.000220984,0.0003228323,0.120163,0.0002135662,0.004290452,0.8589451,0.007181905,0.0004176449],"study_design_scores_gemma":[0.002538642,0.001071742,0.007856836,0.0007322332,0.0004500475,0.001368161,0.2293482,0.0009902118,0.003939108,0.04321012,0.7063384,0.002156323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7872386,0.00001892659,0.1766096,0.002047985,0.0002690165,0.0007857319,0.0000498808,0.0003660242,0.03261422],"genre_scores_gemma":[0.9562008,0.000007506625,0.04138402,0.0004492362,0.0001795492,0.00008050112,0.00001063215,0.0000522039,0.001635592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.815735,"threshold_uncertainty_score":0.999944,"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."}}