{"id":"W1997692993","doi":"10.5539/ass.v11n12p174","title":"The Interest in Science among Malaysian: A Comparative Study between Gender, Age Group and Ethnics","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Psychology; Social psychology; Social science; Demography; Sociology; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000677618,0.0001393453,0.0002550801,0.0009537839,0.0007334987,0.0006975695,0.0001676038,0.0003612562,0.002941643],"category_scores_gemma":[0.001512358,0.0001510785,0.0001987618,0.0007864187,0.0004561657,0.0007941925,0.0003864064,0.0003148741,0.0004332722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903,"about_ca_system_score_gemma":0.0003577094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989395,"about_ca_topic_score_gemma":0.005616869,"domain_scores_codex":[0.999648,0.0000996005,0.00003329216,0.00003941927,0.00008272873,0.0000970091],"domain_scores_gemma":[0.9989384,0.0003006778,0.0003388862,0.00002529151,0.0001496055,0.000247175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000141907,0.0002715727,0.9309247,0.000112058,0.00002574736,0.0009939065,0.05199374,0.00002525873,0.001333218,0.0002592813,0.0003012878,0.01361742],"study_design_scores_gemma":[0.000003109543,0.0004935206,0.8954297,0.00005817915,0.00001775395,0.001412196,0.09989677,0.00007702716,0.0002029117,0.00008053752,0.002315392,0.00001291811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988347,0.0001620944,0.00001595252,0.00006105561,0.000003449801,0.000003122142,0.00002511579,3.305191e-7,0.0008941911],"genre_scores_gemma":[0.9990898,0.0002543229,0.00002803266,0.00004274898,0.0000055267,0.000004373693,0.00002318773,6.460704e-7,0.000551478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002989395,"threshold_uncertainty_score":0.009840786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2377845701851878,"score_gpt":0.4383036384133834,"score_spread":0.2005190682281955,"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."}}