{"id":"W3216388417","doi":"10.21125/iceri.2021.1918","title":"REFERENCING IN CROATIAN SCIENCE AND HIGHER EDUCATION","year":2021,"lang":"en","type":"article","venue":"ICERI proceedings","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Croatian; Computer science; Linguistics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001513066,0.00004782678,0.00005819402,0.0001284537,0.0004624876,0.0002804556,0.0001008823,0.00004270232,0.0002366634],"category_scores_gemma":[0.0006072822,0.00005266537,0.000006806566,0.0009162316,0.0001670569,0.000588628,0.00002411897,0.00009770071,0.00001792237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074078,"about_ca_system_score_gemma":0.002171517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429855,"about_ca_topic_score_gemma":0.0002671834,"domain_scores_codex":[0.9990593,0.00002190389,0.0001116089,0.0002287797,0.0003974049,0.0001809662],"domain_scores_gemma":[0.9992079,0.00002030683,0.0000503825,0.00004365012,0.0005859012,0.0000918927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006576316,0.0002247279,0.1090538,0.00006899644,0.00000405347,7.560568e-7,0.2475616,7.761388e-7,0.03003109,0.5065982,0.009228861,0.09722064],"study_design_scores_gemma":[0.00018403,0.00001477064,0.6338747,0.0001178859,0.00000971407,0.000003236828,0.03902322,0.00001876537,0.002757706,0.01064839,0.3131271,0.0002204561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7756569,0.0001218325,0.000001371087,0.00850436,0.0004160852,0.00006277699,1.26992e-7,0.00003513032,0.2152014],"genre_scores_gemma":[0.9893169,0.00002927725,0.0007483707,0.0004676022,0.0002317396,0.00001817297,0.000001085953,0.00000435417,0.009182466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.524821,"threshold_uncertainty_score":0.3852178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462146807354814,"score_gpt":0.3842676009304652,"score_spread":0.3380529201949838,"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."}}