{"id":"W7095203974","doi":"","title":"Scale for School Principals (WRMS-SP)","year":2016,"lang":"en","type":"article","venue":"","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amotivation; Scale (ratio); Confirmatory factor analysis; Discriminant validity; Sample (material); Work (physics); Test validity; Work motivation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005744914,0.00003990287,0.00004969312,0.00002659424,0.0002512844,0.00001681933,0.0001017501,0.00005489858,0.001348737],"category_scores_gemma":[0.0003742375,0.0000201235,0.00002690652,0.0000604513,0.00004408431,0.0002139693,0.00002003926,0.00001998611,0.0002136049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007431373,"about_ca_system_score_gemma":0.000177911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005831352,"about_ca_topic_score_gemma":0.0003262578,"domain_scores_codex":[0.999419,0.00004154318,0.00009264913,0.0001095204,0.0001667139,0.0001705522],"domain_scores_gemma":[0.9996313,0.0001280739,0.0000291214,0.00005395554,0.00007140636,0.00008617525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004332265,0.00008170317,0.3802896,0.000009251873,0.00001503155,2.19356e-7,0.006739566,8.518298e-8,0.006646582,0.1392324,0.1079534,0.3589889],"study_design_scores_gemma":[0.0003846209,0.00001345073,0.1503748,0.00003182115,0.000002225971,4.273938e-8,0.0009549958,4.342778e-7,0.0022119,0.01621228,0.8297117,0.0001016741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6508664,0.0000152124,0.02636863,0.05007631,0.001038808,0.0009921254,0.00000502199,0.000313323,0.2703241],"genre_scores_gemma":[0.6474741,0.000009430146,0.004287621,0.0003145336,0.0002149616,0.00005410179,0.000001534053,0.00000440536,0.3476394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7217584,"threshold_uncertainty_score":0.9995642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378033715178387,"score_gpt":0.3641230720209901,"score_spread":0.3103427348692063,"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."}}