{"id":"W6913011720","doi":"10.5281/zenodo.8297429","title":"Guidelines for the students' projects and research reporting formats","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Data collection; Research data; Research methodology; Research proposal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009322646,0.00009755553,0.0001178242,0.0002529499,0.007838465,0.003684604,0.0009115952,0.00004699439,0.001075441],"category_scores_gemma":[0.01334746,0.00007342326,0.00004119868,0.0002968622,0.0002780143,0.0004592969,0.001352191,0.0004068962,0.0007611751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231283,"about_ca_system_score_gemma":0.000005189705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007574176,"about_ca_topic_score_gemma":0.000001963075,"domain_scores_codex":[0.9978763,0.0002067602,0.0005262285,0.0002968385,0.0006241046,0.0004698086],"domain_scores_gemma":[0.9972053,0.0002537614,0.0002352408,0.0002759642,0.00194306,0.0000866509],"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":[0.00001951779,0.0000154592,0.00001435753,0.00009045926,0.0000253337,0.000003865121,0.02648455,0.000008410137,0.00009534056,0.03109159,0.8857787,0.05637241],"study_design_scores_gemma":[0.0002136119,0.00007916267,0.0001760305,0.00005671423,0.000008335356,0.00002691559,0.02856352,0.00103569,0.00002486123,0.0008465858,0.9688759,0.00009268601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4309958,0.001386952,0.001365968,0.06585661,0.001356244,0.005500016,0.0007018978,0.00660406,0.4862324],"genre_scores_gemma":[0.9640445,0.0004433419,0.0001850478,0.0008522448,0.003397104,0.000001264373,0.0009553113,0.0014788,0.02864245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5330486,"threshold_uncertainty_score":0.9998377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3476477297942432,"score_gpt":0.3910376357379118,"score_spread":0.04338990594366854,"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."}}