{"id":"W3165726454","doi":"10.9734/jsrr/2021/v27i330370","title":"Implications of Philately in the Development of Mathematical Skills for the Primary Cycle","year":2021,"lang":"en","type":"article","venue":"Journal of Scientific Research and Reports","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Mathematics education; Romanian; Curriculum; Context (archaeology); Class (philosophy); Politics; Mathematics; Psychology; Pedagogy; History; Computer science; Political science; Artificial intelligence; Linguistics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02037105,0.00002742547,0.0001103517,0.0001307201,0.0004856694,0.0001024689,0.0002179705,0.00002582835,0.0000342857],"category_scores_gemma":[0.002055666,0.0000141663,0.00004407729,0.0004242675,0.0005384817,0.00006616645,0.0000407632,0.0001403034,1.668945e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316089,"about_ca_system_score_gemma":0.001144452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005708563,"about_ca_topic_score_gemma":0.00004892356,"domain_scores_codex":[0.9983913,0.0001552341,0.0005618993,0.00007663987,0.0006888457,0.0001260937],"domain_scores_gemma":[0.9975132,0.001111231,0.0003076576,0.0001965097,0.0008257742,0.00004565401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002698804,0.004798377,0.01444039,0.0007937263,0.0001254069,0.0000418823,0.4374814,0.000003868602,0.02219529,0.3738585,0.03295413,0.1132801],"study_design_scores_gemma":[0.00009589682,0.000037049,0.02200367,0.0002134892,0.000009586068,0.0001675707,0.01527989,0.000007098434,0.00835155,0.9295889,0.02419956,0.00004581283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658231,0.0004229722,0.007101933,0.009753193,0.0001850636,0.0005063041,0.000001626438,0.000003542661,0.01620227],"genre_scores_gemma":[0.9826804,0.00004914948,0.01657076,0.000009465424,0.0000279396,0.00001242367,7.71095e-7,0.000001988963,0.0006470587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557303,"threshold_uncertainty_score":0.7060239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403381741036227,"score_gpt":0.4707070233272748,"score_spread":0.3303688492236521,"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."}}