{"id":"W940570330","doi":"","title":"Solutions: Light it up!","year":2010,"lang":"en","type":"article","venue":"Teaching Children Mathematics","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Mathematics; Computer science; Pedagogy","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":[0.002160207,0.0009579696,0.0004755156,0.000718115,0.02697137,0.008677962,0.002056161,0.006557775,0.04453642],"category_scores_gemma":[0.00672534,0.0005436427,0.0006751113,0.0009580143,0.007265522,0.007506232,0.005444907,0.009369817,0.009126771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350092,"about_ca_system_score_gemma":0.03995556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6196822,"about_ca_topic_score_gemma":0.8450618,"domain_scores_codex":[0.9977633,0.0004154857,0.00003524559,0.0001787091,0.0006018062,0.001005461],"domain_scores_gemma":[0.9967452,0.0002910743,0.0001691676,0.0001269776,0.00104337,0.001624111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001280292,0.0003780921,0.005243107,0.0001462932,0.00001812699,0.0007295704,0.03509362,0.0004322364,0.001945779,0.05983675,0.7516468,0.1444015],"study_design_scores_gemma":[0.00004253556,0.00005552484,0.003488914,0.000216684,0.00002456593,0.0003163817,0.1204806,0.0004095623,0.0009482386,0.03147658,0.8424541,0.00008636207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.05312842,0.001963712,0.0102252,0.5367403,0.003885844,0.0001740928,0.0003738051,0.001154791,0.3923539],"genre_scores_gemma":[0.4156282,0.002910665,0.02416859,0.06065965,0.000435756,0.0001502597,0.0005339694,0.000907751,0.4946051],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6196822,"threshold_uncertainty_score":0.7651151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775018522141503,"score_gpt":0.3970438812678157,"score_spread":0.3492936960464006,"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."}}