{"id":"W4206333786","doi":"10.5194/epsc2021-304","title":"Virtual Workshop on the use of the Europlanet Telescope Networkfor amateur astronomers: An experience from the Spanish-Portuguese hub of the Europlanet Society","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Technology in Education and Healthcare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Amateur; Exoplanet; Audience measurement; Physics; Political science; Astronomy; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008259084,0.0003131197,0.0003800222,0.00001917494,0.0009303353,0.0001931712,0.003134083,0.0004897171,0.001019525],"category_scores_gemma":[0.0005159616,0.0001461761,0.0002762356,0.000481868,0.002273493,0.0001190292,0.001085883,0.001610385,0.000008172557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008454216,"about_ca_system_score_gemma":0.001081894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009712495,"about_ca_topic_score_gemma":0.01092157,"domain_scores_codex":[0.996094,0.001496685,0.0006098595,0.0005919311,0.0007396272,0.0004679095],"domain_scores_gemma":[0.995595,0.001139184,0.0007820317,0.002173479,0.000209048,0.0001012925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001162704,0.0009332103,0.2045641,0.00007325149,0.0005234497,0.000004917014,0.4812926,0.008465894,0.0001910171,0.0577814,0.1995116,0.04654221],"study_design_scores_gemma":[0.0001960674,0.00007553473,0.2632881,0.0005703975,0.0001045744,0.000002556752,0.5705527,0.0004253881,0.0003219412,0.0003105708,0.1636803,0.0004719418],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737453,0.0002983708,0.00006501935,0.0207219,0.002756,0.001056471,0.0002630542,0.00009704637,0.0009968373],"genre_scores_gemma":[0.9917768,0.001291906,0.0003771138,0.004290943,0.000516657,0.00006447914,0.0001213829,0.0000305802,0.001530112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08926005,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230042429440971,"score_gpt":0.338030914870418,"score_spread":0.215026671926321,"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."}}