{"id":"W4410024871","doi":"10.55016/pbgrc.v1i1.81415","title":"Reconstructing the Past: Bridging Deep History and Modernity for a Resilient Planet","year":2025,"lang":"en","type":"article","venue":"Peer Beyond Graduate Research Conference","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Modernity; Bridging (networking); Planet; Astrobiology; History; Aesthetics; Art; Philosophy; Epistemology; Computer science; Astronomy; Computer security; Biology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003953629,0.0004137381,0.0004186723,0.002289945,0.003451491,0.006068355,0.0008901924,0.0009676477,0.005822841],"category_scores_gemma":[0.008203759,0.0002861974,0.0001869527,0.001760595,0.02084512,0.01517304,0.006337023,0.002353272,0.0002944699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159529,"about_ca_system_score_gemma":0.003356869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418593,"about_ca_topic_score_gemma":0.01726375,"domain_scores_codex":[0.9990541,0.0005292914,0.00003438187,0.0001482262,0.00009717261,0.000136721],"domain_scores_gemma":[0.9962644,0.002006173,0.0004434879,0.0007113223,0.0002266301,0.0003480845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001162193,0.00005305676,0.03226396,0.0008240237,0.00008630421,0.0008558671,0.3135149,0.002173373,0.003000625,0.4073835,0.004167461,0.2355607],"study_design_scores_gemma":[0.000004698435,0.00007264545,0.02463335,0.001187987,0.00004718887,0.0006789216,0.2166954,0.0008265986,0.001062774,0.5584809,0.1962446,0.00006489386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092729,0.07235699,0.073414,0.0796576,0.001210189,0.00008828445,0.0004446218,0.0001925704,0.163363],"genre_scores_gemma":[0.9743775,0.01405105,0.007521697,0.0008703077,0.0001566813,0.00001940954,0.00006014173,0.00004281967,0.002900232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006418593,"threshold_uncertainty_score":0.02090907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832596606389039,"score_gpt":0.3844622745427352,"score_spread":0.2012026139038313,"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."}}