{"id":"W3112073117","doi":"10.52598/jpll/2/2/9","title":"Book Review: Contemporary Language Motivation Theory – 60 Years Since Gardner and Lambert (1959) by Ali H. Al-Hoorie and Peter D. MacIntyre","year":2020,"lang":"en","type":"article","venue":"Journal for the Psychology of Language Learning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Honor; Blessing; Milestone; Relevance (law); Classics; Sociology; Psychology; Philosophy; History; Theology; Law; Political science","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":[0.001654536,0.001090298,0.002153674,0.003791094,0.0009920633,0.005738514,0.001594152,0.003046851,0.02749289],"category_scores_gemma":[0.009292178,0.0005649792,0.0007642432,0.007791425,0.001614936,0.004041817,0.001500499,0.005621817,0.01632406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867409,"about_ca_system_score_gemma":0.004871692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616874,"about_ca_topic_score_gemma":0.005937302,"domain_scores_codex":[0.9986088,0.0003245071,0.0001218251,0.0002155076,0.0006457873,0.00008368143],"domain_scores_gemma":[0.9939039,0.003362949,0.0004825404,0.0001313036,0.00170348,0.0004157462],"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":[0.00001721939,0.00002223128,0.00005772584,0.002408098,0.00002214518,0.00003874466,0.0001217652,0.00005867205,0.00004200086,0.003871605,0.9065579,0.08678182],"study_design_scores_gemma":[0.000009613042,0.00001418808,0.000265548,0.003759705,0.00001374904,0.0001509057,0.00006805213,0.00001744368,0.00001402322,0.002101088,0.9935752,0.00001040408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006936173,0.9596709,0.0001516873,0.01698821,0.01555397,0.00001548108,0.00009465132,0.00001626009,0.007439519],"genre_scores_gemma":[0.001246923,0.9393569,0.0003302284,0.01405189,0.02610253,0.00007669834,0.0002341816,0.00004065695,0.01856001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02749289,"threshold_uncertainty_score":0.09197283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263490972620854,"score_gpt":0.3003569868240234,"score_spread":0.274007889561938,"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."}}