{"id":"W6964860888","doi":"10.26240/heal.ntua.9760","title":"Νέα Μεθοδολογία για την Χρηματοπιστωτική Αξιολόγηση Επικινδυνότητας Ναυτιλιακών Εταιρειών με Στόχο την Αειφορία","year":2011,"lang":"el","type":"other","venue":"DSpace - NTUA (National Technical University of Athens)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Quarter (Canadian coin)","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002463439,0.002769647,0.003325418,0.002649761,0.00110207,0.0001485781,0.00599106,0.004305062,0.04607248],"category_scores_gemma":[0.001427469,0.003443717,0.002521931,0.003123543,0.004673694,0.0008108802,0.002997167,0.003429465,0.03328281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108259,"about_ca_system_score_gemma":0.00234556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286257,"about_ca_topic_score_gemma":0.003743469,"domain_scores_codex":[0.9852161,0.0009845343,0.001644477,0.003842856,0.005811618,0.002500406],"domain_scores_gemma":[0.9877493,0.001040419,0.003500096,0.003215761,0.002940604,0.001553821],"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":[0.003142592,0.00664621,0.001871062,0.0008389484,0.003802708,0.0006714078,0.002899738,0.0002910934,0.006946121,0.1260506,0.843374,0.003465621],"study_design_scores_gemma":[0.005362864,0.001006034,0.01506594,0.001496944,0.001501135,0.0001606179,0.00123561,0.0002409215,0.0002060566,0.004814085,0.9652395,0.003670285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009772058,0.002323993,0.004562271,0.002931298,0.00147279,0.004634493,0.00965634,0.002837819,0.9618089],"genre_scores_gemma":[0.2727447,0.002864543,0.03859668,0.000652736,0.0022648,0.00002505046,0.002075192,0.003721175,0.6770551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2847538,"threshold_uncertainty_score":0.999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286379798711791,"score_gpt":0.2264074083404803,"score_spread":0.1977694284693012,"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."}}