{"id":"W6988256380","doi":"","title":"Καλλιέργεια μικροφυκών: η περίπτωση της Laminaria digitata","year":2023,"lang":"el","type":"dissertation","venue":"University of Thessaly Institutional Repository (University of Thessaly)","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laminaria digitata; Identification (biology); Rhizophoraceae","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":[0.0001704052,0.0002764838,0.0001634532,0.000826045,0.0005255507,0.001034003,0.000200525,0.0003009986,0.004289804],"category_scores_gemma":[0.0002052637,0.000108591,0.0002032843,0.0007259695,0.0004688281,0.0006502393,0.0006444216,0.0003116561,0.001527871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005467107,"about_ca_system_score_gemma":0.0006128551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388022,"about_ca_topic_score_gemma":0.001705129,"domain_scores_codex":[0.9998841,0.0000131156,0.00001187034,0.00003439023,0.0000338182,0.0000226167],"domain_scores_gemma":[0.9999008,0.00001391116,0.00003210066,0.000005063701,0.00002321098,0.00002486769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000555384,0.000206211,0.02076937,0.002779231,0.00003926519,0.002558406,0.004185933,0.0007296103,0.4723537,0.01279136,0.003043287,0.4799883],"study_design_scores_gemma":[0.00003974199,0.0009180349,0.1564818,0.001450398,0.000108905,0.01003619,0.01096186,0.000810088,0.1776264,0.01081039,0.6306092,0.0001471306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788633,0.06767555,0.02520393,0.003490225,0.0007160947,0.0001883664,0.001304831,0.0003795657,0.1221781],"genre_scores_gemma":[0.9136406,0.02694182,0.01190339,0.0004509178,0.0001059002,0.0000769697,0.0005149911,0.00003171502,0.04633361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004289804,"threshold_uncertainty_score":0.01435083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528152356385785,"score_gpt":0.1877315335852033,"score_spread":0.1624500100213455,"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."}}